Triple

T6942184
Position Surface form Disambiguated ID Type / Status
Subject Loire (department) E160703 entity
Predicate hasRiver P165 FINISHED
Object Lignon du Forez
Lignon du Forez is a river in central France that flows through the Forez region within the Loire department, known for its scenic valleys and rural landscapes.
 E629597 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lignon du Forez | Statement: [Loire (department), hasRiver, Lignon du Forez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lignon du Forez
Context triple: [Loire (department), hasRiver, Lignon du Forez]
  • A. Creuse
    Creuse is a rural department in central France known for its sparsely populated landscapes, traditional agriculture, and part of the historic Limousin region.
  • B. Loire-Authion
    Loire-Authion is a commune in western France’s Maine-et-Loire department, formed from the merger of several smaller municipalities along the Loire River.
  • C. Haute-Loire
    Haute-Loire is a rural department in south-central France, known for its volcanic landscapes, the upper Loire River valley, and historic towns such as Le Puy-en-Velay.
  • D. Cottévrard
    Cottévrard is a small commune in the Seine-Maritime department of the Normandy region in northern France.
  • E. Vivarois
    Vivarois is a Romance dialect of the Occitan language traditionally spoken in parts of southeastern France.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lignon du Forez
Triple: [Loire (department), hasRiver, Lignon du Forez]
Generated description
Lignon du Forez is a river in central France that flows through the Forez region within the Loire department, known for its scenic valleys and rural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lignon du Forez
Target entity description: Lignon du Forez is a river in central France that flows through the Forez region within the Loire department, known for its scenic valleys and rural landscapes.
  • A. Creuse
    Creuse is a rural department in central France known for its sparsely populated landscapes, traditional agriculture, and part of the historic Limousin region.
  • B. Loire-Authion
    Loire-Authion is a commune in western France’s Maine-et-Loire department, formed from the merger of several smaller municipalities along the Loire River.
  • C. Haute-Loire
    Haute-Loire is a rural department in south-central France, known for its volcanic landscapes, the upper Loire River valley, and historic towns such as Le Puy-en-Velay.
  • D. Cottévrard
    Cottévrard is a small commune in the Seine-Maritime department of the Normandy region in northern France.
  • E. Vivarois
    Vivarois is a Romance dialect of the Occitan language traditionally spoken in parts of southeastern France.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da85f43881909549ac26b3db135a completed March 27, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515bb4688190a81bef732676eb4e completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c753193b3081908cf9ac63d23b32bf completed March 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c753c6e7988190bcf772bc5162e53a completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:28 p.m.