Triple

T10454310
Position Surface form Disambiguated ID Type / Status
Subject Texas mid-decade redistricting 2003 E246510 entity
Predicate notableDefeatedIncumbent P354 FINISHED
Object Chet Edwards
Chet Edwards is a former Democratic U.S. Representative from Texas known for his centrist positions and focus on veterans’ issues during his long tenure in Congress.
 E866632 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: Chet Edwards | Statement: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Chet Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chet Edwards
Context triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Chet Edwards]
  • A. Chet Cunningham
    Chet Cunningham was a prolific American author best known for his numerous Westerns, military thrillers, and action-adventure novels.
  • B. Dennis Elliott
    Dennis Elliott is a British musician best known as the original drummer for the rock band Foreigner.
  • C. Skip Edwards
    Skip Edwards is an American session musician and keyboardist known for his work in country and roots rock recordings.
  • D. Jack Edwards
    Jack Edwards is one of the children of former U.S. Senator and vice-presidential nominee John Edwards.
  • E. Jack Edwards
    Jack Edwards is known primarily as the son of Austrian-American character actor Snitz Edwards.
  • 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: Chet Edwards
Triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Chet Edwards]
Generated description
Chet Edwards is a former Democratic U.S. Representative from Texas known for his centrist positions and focus on veterans’ issues during his long tenure in Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chet Edwards
Target entity description: Chet Edwards is a former Democratic U.S. Representative from Texas known for his centrist positions and focus on veterans’ issues during his long tenure in Congress.
  • A. Chet Cunningham
    Chet Cunningham was a prolific American author best known for his numerous Westerns, military thrillers, and action-adventure novels.
  • B. Dennis Elliott
    Dennis Elliott is a British musician best known as the original drummer for the rock band Foreigner.
  • C. Skip Edwards
    Skip Edwards is an American session musician and keyboardist known for his work in country and roots rock recordings.
  • D. Jack Edwards
    Jack Edwards is one of the children of former U.S. Senator and vice-presidential nominee John Edwards.
  • E. Jack Edwards
    Jack Edwards is known primarily as the son of Austrian-American character actor Snitz Edwards.
  • 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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5190da7f081908c38b5964a567e37 completed April 7, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc4fbc3481909b214137f26e243b completed April 10, 2026, 11:17 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:17 p.m.