Choose Your ClubClub

Intelligence Dossier

A verified club research file

Build a time-aware dossier from canonical profiles, reviewed aliases, season memberships, field provenance, historical tables and bounded Knowledge Graph relationships. Missing narrative or current data is not invented.

Club

Direct answerPartially verified

AS Nancy Lorraine is officially AS Nancy Lorraine, based in France, latest verified membership scope: Ligue 1 — 2016/17. No linked Premier League finishing-position row was resolved. Verified historical record as of 2026-09-03.

Club intelligence dossier

Question: “Build an intelligence dossier for nancy.”

Deterministic as-of date: 2026-09-03

AS Nancy Lorraine · club

Confidence

partially verified

1 verified · 9 partially verified · 7 unverified

How this was assessed

17 evidence items resolved: 1 verified, 9 partially verified and 7 unverified. Counts describe coverage; lineage, scope, availability and conflicts determine trust.
2 usable records from 2 independent source groups.
Only partial, approximate or unverified support is available.
14 explicit data gaps affect coverage.

Data gaps reported honestly

Short name is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Canonical aliases is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

City is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Founded year is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Profile competition label is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Stadium name is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Stadium capacity is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

Official website is not present in the canonical club profile.

The intelligence response leaves this field unknown rather than substituting a value.

The canonical profile is unverified.

Profile-backed facts are labelled as partially verified until field-level review is complete.

The canonical profile does not contain a verified founded year.

The value remains unknown and is not replaced with zero, false or another record.

No stadium record is present in the canonical club profile.

The value remains unknown and is not replaced with zero, false or another record.

The repository does not contain a currently verified competition membership for the as-of date.

Current-tense wording is blocked until fresh canonical evidence is available.

FHQ Intelligence does not project a current manager because no current canonical adapter is available.

Current-tense wording is blocked until fresh canonical evidence is available.

FHQ Intelligence does not project a current squad because no current canonical adapter is available.

Current-tense wording is blocked until fresh canonical evidence is available.

Why this answer?

Evidence contract

Schema: fhq-evidence-packet/v2
Packet fingerprint: packet:qqyzm66nzpg6
Exact requested scope: No narrower scope resolved
Lineage groups: 2

Bounded execution

17 evidence records considered; 17 retained. No packet limit was reached.

Repository snapshots: none declared.

Accepted structured claims

reviewed aliases · partially verified · 1 evidence reference
competition membership · partially verified · 1 evidence reference

Packet gaps

missing value: Short name is not present in the canonical club profile.
missing value: Canonical aliases is not present in the canonical club profile.
missing value: City is not present in the canonical club profile.
missing value: Founded year is not present in the canonical club profile.
missing value: Profile competition label is not present in the canonical club profile.
missing value: Stadium name is not present in the canonical club profile.
missing value: Stadium capacity is not present in the canonical club profile.
missing value: Official website is not present in the canonical club profile.
missing value: The canonical profile is unverified.
missing value: The canonical profile does not contain a verified founded year.
missing value: No stadium record is present in the canonical club profile.
missing value: The repository does not contain a currently verified competition membership for the as-of date.
missing value: FHQ Intelligence does not project a current manager because no current canonical adapter is available.
missing value: FHQ Intelligence does not project a current squad because no current canonical adapter is available.

Intelligence dossier

AS Nancy Lorraine

unverified

Data freshness

Verified historical record as of 2026-09-03.

Latest verified scope

Ligue 1 — 2016/17

Official identity: AS Nancy Lorraine
Profile competition label: Not available in canonical data
Country: France
City: Not available in canonical data
Founded: Not available in canonical data
Stadium: Not available in canonical data
Capacity: Not available in canonical data
Aliases: Not available in canonical data

The profile label is stored metadata. Present-day competition wording is permitted only when the temporal membership projection supports it.

Canonical profile completeness

Coverage measures presence across 12 recognised canonical profile fields. It is not a measure of football accuracy.

33%

Official namepartially verified

Common namepartially verified

Short namemissing

Canonical aliasesmissing

Countrypartially verified

Citymissing

Founded yearmissing

Profile competition labelmissing

Stadium namemissing

Stadium capacitymissing

Official websitemissing

Source referencespartially verified

Deterministic insight engine

Derived only from identified records

Latest stored membership

historical verified

Latest reviewed stored membership: Ligue 1, recorded for 2016/17.

Method: most recent season-labelled canonical membership record

This record must not be described as present-day membership.

Dynamic data update required

historical verified

The last verified membership is historical (2016/17); the repository does not verify present-day membership as of 2026-09-03.

Method: freshness policy applied to the latest stored seasonal fact

No current-tense claim is permitted.

Cross-repository coverage

historical verified

3 of 6 assessed intelligence categories contain evidence-backed data.

Method: presence check across six declared repository-backed categories

Missing categories: founded year, stadium, Premier League archive.

Research statement classification

Fact, statistic, relationship or inference — separate from accepted structured claims

direct factcurrent verifiedverified

AS Nancy Lorraine has 1 reviewed identity alias record.

Scope: as of 2026-09-03 · 1 evidence reference

direct facthistorical verifiedverified

AS Nancy Lorraine is recorded in Ligue 1 for 2016/17.

Scope: 2016/17 · 1 evidence reference

derived statistichistorical verifiedverified

Latest reviewed stored membership: Ligue 1, recorded for 2016/17.

Scope: 2016/17 · 1 evidence reference

inferencehistorical verifiedverified

The last verified membership is historical (2016/17); the repository does not verify present-day membership as of 2026-09-03.

Scope: 2016/17 · 1 evidence reference

derived statistichistorical verifiedderived from verified records

3 of 6 assessed intelligence categories contain evidence-backed data.

Scope: as of 2026-09-03 · 3 evidence references

structural relationshiphistorical verifiedpartial

AS Nancy Lorraine has a 2016/17 Ligue 1 membership record.

Scope: 2016/17 · 1 evidence reference

structural relationshiphistorical verifiedpartial

AS Nancy Lorraine is recorded as a participant in 2016/17 Ligue 1.

Scope: 2016/17 · 1 evidence reference

structural relationshipundatedpartial

AS Nancy Lorraine is based in France.

Scope: as of 2026-09-03 · 1 evidence reference

Canonical Knowledge Graph

Bounded evidence-backed neighbourhood

4 nodes · 3 edges

club competes in competition

AS Nancy Lorraine → Ligue 1

2016/17 · partially verified

club participated in season

AS Nancy Lorraine → 2016/17 Ligue 1

2016/17 · partially verified

club based in country

AS Nancy Lorraine → France

Non-seasonal relationship · partially verified

Limits: depth 1, 18 nodes, 28 edges.

Evidence ledger

17 resolved items

No raw provider payloads or local file paths

alias registry

partially verified

FootyUpdatesHQ canonical alias registry

1 reviewed identity alias record support club-name resolution.

Entity: AS Nancy Lorraine
Field: aliases
Provenance reference: cgc_15713c0cc35f17e4

Inspect canonical source

season membership

partially verified

FootyUpdatesHQ canonical season membership registry

Canonical membership records AS Nancy Lorraine in ligue-1 for 2016/17.

Entity: AS Nancy Lorraine
Season: 2016/17
Field: competition membership
Provenance reference: membership:cgc_15713c0cc35f17e4:ligue-1:2016/17

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

Competition label stored in the canonical profile for AS Nancy Lorraine; temporal membership records determine whether current language is safe.

Entity: AS Nancy Lorraine
Field: currentCompetition

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

Official and common names for AS Nancy Lorraine.

Entity: AS Nancy Lorraine
Field: officialName

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

Canonical country and city fields for AS Nancy Lorraine.

Entity: AS Nancy Lorraine
Field: countryName, city

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

Canonical stadium fields for AS Nancy Lorraine.

Entity: AS Nancy Lorraine
Field: stadium.name, stadium.capacity

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

Founded year recorded for AS Nancy Lorraine.

Entity: AS Nancy Lorraine
Field: foundedYear

Inspect canonical source

canonical club profile

unverified

FootyUpdatesHQ canonical club profile

AS Nancy Lorraine's canonical identity and profile fields.

Entity: AS Nancy Lorraine
Field: identity

Inspect canonical source

field provenance

partially verified

Canonical provider-reference provenance

Provenance metadata is recorded for historicalMemberships.ligue-1.2016-17; raw provider payloads and local paths are not exposed.

Entity: AS Nancy Lorraine
Season: 2016
Field: historicalMemberships.ligue-1.2016-17
Provenance reference: 9ad51622b7f6f9bc7557c2325d443085fe490b6a866431c2dc88434abbf5274a

Inspect canonical source

alias registry

partially verified

Reviewed identity alias: AS Nancy Lorraine

Supports the reviewed aliases fact projected from canonical-club-aliases.

Entity: AS Nancy Lorraine
Field: reviewed-aliases
Freshness: current verified · as of 2026-09-03
Provenance reference: canonical-club-aliases:cgc_15713c0cc35f17e4:as nancy lorraine

Inspect canonical source

canonical club profile

verified

Canonical club entity registry

Supports the canonical identity fact projected from canonical-club-entities.

Entity: AS Nancy Lorraine
Field: canonical-identity
Freshness: insufficient data · as of 2026-09-03
Provenance reference: canonical-club-entities:cgc_15713c0cc35f17e4

Inspect canonical source

canonical club profile

unverified

Canonical club profile

Supports the canonical identity fact projected from canonical-club-profiles.

Entity: AS Nancy Lorraine
Field: canonical-identity, location
Freshness: insufficient data · as of 2026-09-03
Provenance reference: canonical-club-profiles:nancy

Inspect canonical source

season membership

partially verified

Ligue 1 membership — 2016/17

Supports the competition membership fact projected from canonical-season-memberships.

Entity: AS Nancy Lorraine
Season: 2016/17
Field: competition-membership
Freshness: historical verified · as of 2026-09-03
Provenance reference: canonical-season-memberships:cgc_15713c0cc35f17e4:ligue-1:2016/17

Inspect canonical source

field provenance

partially verified

Field provenance review (provider-reference)

Evidence projected from canonical-field-provenance.

Entity: AS Nancy Lorraine
Season: 2016/17
Provenance reference: canonical-field-provenance:9ad51622b7f6f9bc7557c2325d443085fe490b6a866431c2dc88434abbf5274a

Inspect canonical source

graph relationship

partially verified

Canonical Knowledge Graph — canonical-season-memberships

AS Nancy Lorraine has a 2016/17 Ligue 1 membership record.

Entity: AS Nancy Lorraine
Season: 2016/17
Field: club-competes-in-competition
Freshness: historical verified · as of 2026-09-03
Provenance reference: rel:membership:cgc_15713c0cc35f17e4:ligue-1:2016/17:competition

Inspect canonical source

graph relationship

partially verified

Canonical Knowledge Graph — canonical-season-memberships

AS Nancy Lorraine is recorded as a participant in 2016/17 Ligue 1.

Entity: AS Nancy Lorraine
Season: 2016/17
Field: club-participated-in-season
Freshness: historical verified · as of 2026-09-03
Provenance reference: rel:membership:cgc_15713c0cc35f17e4:ligue-1:2016/17:season

Inspect canonical source

graph relationship

partially verified

Canonical Knowledge Graph — canonical-club-profiles

AS Nancy Lorraine is based in France.

Entity: AS Nancy Lorraine
Field: club-based-in-country
Freshness: undated · as of 2026-09-03
Provenance reference: rel:profile:cgc_15713c0cc35f17e4:country

Inspect canonical source

Explore canonical sources

Canonical Knowledge Graph — canonical-club-profiles FootyUpdatesHQ canonical season membership registry Ligue 1 membership — 2016/17

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This is a deterministic canonical intelligence response. External model enhancement is planned but not connected. inventsFootballData: false.