Triple

T17238865
Position Surface form Disambiguated ID Type / Status
Subject French Hainaut E418434 entity
Predicate majorCity P316 FINISHED
Object Denain
Denain is an industrial town in northern France known historically for its coal mining and steel production within the Hainaut region.
 E1258046 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: Denain | Statement: [French Hainaut, majorCity, Denain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denain
Context triple: [French Hainaut, majorCity, Denain]
  • A. Nikiski
    Nikiski is a small unincorporated community and industrial hub on Alaska’s Kenai Peninsula, known for its oil and gas facilities along the Cook Inlet coast.
  • B. Tyonek
    Tyonek is a small Alaska Native village located on the northwest shore of Cook Inlet in southcentral Alaska.
  • C. Chugiak
    Chugiak is a suburban community in south-central Alaska, located northeast of downtown Anchorage and known as a residential area with access to outdoor recreation.
  • D. Bosel
    Bosel was an early medieval Anglo-Saxon churchman who became the founding bishop of the Diocese of Worcester in 7th-century England.
  • E. Matanuska Valley
    Matanuska Valley is a fertile agricultural region in south-central Alaska known for its dramatic glacial landscapes and large, fast-growing produce.
  • 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: Denain
Triple: [French Hainaut, majorCity, Denain]
Generated description
Denain is an industrial town in northern France known historically for its coal mining and steel production within the Hainaut region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denain
Target entity description: Denain is an industrial town in northern France known historically for its coal mining and steel production within the Hainaut region.
  • A. Nikiski
    Nikiski is a small unincorporated community and industrial hub on Alaska’s Kenai Peninsula, known for its oil and gas facilities along the Cook Inlet coast.
  • B. Tyonek
    Tyonek is a small Alaska Native village located on the northwest shore of Cook Inlet in southcentral Alaska.
  • C. Chugiak
    Chugiak is a suburban community in south-central Alaska, located northeast of downtown Anchorage and known as a residential area with access to outdoor recreation.
  • D. Bosel
    Bosel was an early medieval Anglo-Saxon churchman who became the founding bishop of the Diocese of Worcester in 7th-century England.
  • E. Matanuska Valley
    Matanuska Valley is a fertile agricultural region in south-central Alaska known for its dramatic glacial landscapes and large, fast-growing produce.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dfdc8688190aceb223c19a48781 completed April 19, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01676596a48190ae17a411b86e613e completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a0168a45fc881908540d142db1ed1e9 completed May 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_6a01692c44c881908cd986ad6cf10596 completed May 11, 2026, 5:29 a.m.
Created at: April 10, 2026, 5:39 a.m.