Triple

T5581401
Position Surface form Disambiguated ID Type / Status
Subject James Welch E146647 entity
Predicate familyName P18 FINISHED
Object Welch
Welch is a common English and Welsh surname of Anglo-Saxon origin, often associated with people of Welsh descent.
 E325352 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: Welch | Statement: [James Welch, familyName, Welch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Welch
Context triple: [James Welch, familyName, Welch]
  • A. Welch
    Welch is a small city in southern West Virginia known historically as a coal-mining community and the county seat of McDowell County.
  • B. Dunnigan
    Dunnigan is a small unincorporated community in Yolo County, California, known primarily as a rural agricultural area along Interstate 5.
  • C. Wallesau
    Wallesau is a village-level subdivision of the town of Roth in the Bavarian region of Germany.
  • D. Ochs
    Ochs is a surname most prominently associated with the Ochs-Sulzberger family, the longtime publishers and owners of The New York Times.
  • E. Hackett
    Hackett is the middle name of David H. Souter, a former Associate Justice of the United States Supreme Court.
  • 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: Welch
Triple: [James Welch, familyName, Welch]
Generated description
Welch is a common English and Welsh surname of Anglo-Saxon origin, often associated with people of Welsh descent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Welch
Target entity description: Welch is a common English and Welsh surname of Anglo-Saxon origin, often associated with people of Welsh descent.
  • A. Welch chosen
    Welch is a small city in southern West Virginia known historically as a coal-mining community and the county seat of McDowell County.
  • B. Dunnigan
    Dunnigan is a small unincorporated community in Yolo County, California, known primarily as a rural agricultural area along Interstate 5.
  • C. Wallesau
    Wallesau is a village-level subdivision of the town of Roth in the Bavarian region of Germany.
  • D. Ochs
    Ochs is a surname most prominently associated with the Ochs-Sulzberger family, the longtime publishers and owners of The New York Times.
  • E. Hackett
    Hackett is the middle name of David H. Souter, a former Associate Justice of the United States Supreme Court.
  • F. None of above.

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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0208147a48190b2cdb42b9c9814a3 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0285baa648190bf8e94740ea62466 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c044d9e8fc8190ba80f949913812da completed March 22, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69c0453a71a081909d6393e6176d6fa4 completed March 22, 2026, 7:38 p.m.
Created at: March 22, 2026, 3:37 p.m.