Triple

T17095165
Position Surface form Disambiguated ID Type / Status
Subject Hughes family E414827 entity
Predicate hasNotableMember P304 FINISHED
Object Bob and Kim Hughes
Bob and Kim Hughes are a long-running, central married couple on the soap opera "As the World Turns," known for their complex family dynamics and enduring presence on the show.
 E1141973 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: Bob and Kim Hughes | Statement: [Hughes family, hasNotableMember, Bob and Kim Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob and Kim Hughes
Context triple: [Hughes family, hasNotableMember, Bob and Kim Hughes]
  • A. Mike and Arline Walter
    Mike and Arline Walter are benefactors whose philanthropy and support for California State University, Long Beach led to the university’s iconic Walter Pyramid being named in their honor.
  • B. Kim Sullivan Hughes
    Kim Sullivan Hughes is a long-running fictional matriarchal character from the American soap opera "As the World Turns."
  • C. Maurice Scott and Kimmi Scott
    Maurice Scott and Kimmi Scott are a married couple and real estate entrepreneurs known for starring on the reality TV series "Love & Marriage: Huntsville."
  • D. Les Harrison
    Les Harrison was an American basketball coach and executive best known for leading the Rochester Royals to an NBA championship and later owning the franchise.
  • E. Frank and Doris Hursley
    Frank and Doris Hursley were American television writers best known as pioneering creators and head writers in the soap opera genre.
  • 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: Bob and Kim Hughes
Triple: [Hughes family, hasNotableMember, Bob and Kim Hughes]
Generated description
Bob and Kim Hughes are a long-running, central married couple on the soap opera "As the World Turns," known for their complex family dynamics and enduring presence on the show.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob and Kim Hughes
Target entity description: Bob and Kim Hughes are a long-running, central married couple on the soap opera "As the World Turns," known for their complex family dynamics and enduring presence on the show.
  • A. Mike and Arline Walter
    Mike and Arline Walter are benefactors whose philanthropy and support for California State University, Long Beach led to the university’s iconic Walter Pyramid being named in their honor.
  • B. Kim Sullivan Hughes chosen
    Kim Sullivan Hughes is a long-running fictional matriarchal character from the American soap opera "As the World Turns."
  • C. Maurice Scott and Kimmi Scott
    Maurice Scott and Kimmi Scott are a married couple and real estate entrepreneurs known for starring on the reality TV series "Love & Marriage: Huntsville."
  • D. Les Harrison
    Les Harrison was an American basketball coach and executive best known for leading the Rochester Royals to an NBA championship and later owning the franchise.
  • E. Frank and Doris Hursley
    Frank and Doris Hursley were American television writers best known as pioneering creators and head writers in the soap opera genre.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbfc9158819081689d3d594a1908 completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012eedfd7c8190b267dedd403f5f2b completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a01302666a48190b7d7c33306e63911 completed May 11, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a01308426a48190882dd057126bc43a completed May 11, 2026, 1:27 a.m.
Created at: April 10, 2026, 5:35 a.m.