Triple

T6169902
Position Surface form Disambiguated ID Type / Status
Subject Alabama's 4th congressional district E137666 entity
Predicate currentRepresentative P537 FINISHED
Object Robert Aderholt
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
 E573137 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: Robert Aderholt | Statement: [Alabama's 4th congressional district, currentRepresentative, Robert Aderholt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Aderholt
Context triple: [Alabama's 4th congressional district, currentRepresentative, Robert Aderholt]
  • A. Mike Rogers
    Mike Rogers is a name shared by several prominent American politicians and public figures, including former U.S. congressmen and government officials.
  • B. Dan Burton
    Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
  • C. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • D. Mike Salisbury
    Mike Salisbury is a music producer known for his work on the project Meat Eaters.
  • E. Mike Salisbury
    Mike Salisbury is a British television producer best known for his work on major natural history documentaries, including serving as an executive producer on David Attenborough’s acclaimed series "The Life of Birds."
  • 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: Robert Aderholt
Triple: [Alabama's 4th congressional district, currentRepresentative, Robert Aderholt]
Generated description
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Aderholt
Target entity description: Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
  • A. Mike Rogers
    Mike Rogers is a name shared by several prominent American politicians and public figures, including former U.S. congressmen and government officials.
  • B. Dan Burton
    Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
  • C. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • D. Mike Salisbury
    Mike Salisbury is a music producer known for his work on the project Meat Eaters.
  • E. Mike Salisbury
    Mike Salisbury is a British television producer best known for his work on major natural history documentaries, including serving as an executive producer on David Attenborough’s acclaimed series "The Life of Birds."
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d8f97708190bebbc49c4a56c8a5 completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a947808190ac68e6f00858a573 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1458171588190a074797c3b51f1e7 completed March 23, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_69c145f2290c819093f787a4f9a6a832 completed March 23, 2026, 1:53 p.m.
Created at: March 22, 2026, 4:18 p.m.