Triple

T16291727
Position Surface form Disambiguated ID Type / Status
Subject Chandler family E395538 entity
Predicate hasTwinMembers P7638 FINISHED
Object Adam and Stuart Chandler
Adam and Stuart Chandler are fictional twin brothers from the soap opera "All My Children," known for their contrasting personalities and central role in the Chandler family storylines.
E1204941 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: Adam and Stuart Chandler | Statement: [Chandler family, hasTwinMembers, Adam and Stuart Chandler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam and Stuart Chandler
Context triple: [Chandler family, hasTwinMembers, Adam and Stuart Chandler]
  • A. Ned and Stacey
    Ned and Stacey is a 1990s American sitcom about a mismatched couple in a marriage of convenience, starring Thomas Haden Church and Debra Messing.
  • B. Ted Hastings
    Ted Hastings is a principled, hard-driving senior police officer and head of anti-corruption unit AC-12 in the British television drama "Line of Duty."
  • C. Charlie Pickering
    Charlie Pickering is an Australian comedian, television presenter, and political satirist best known for hosting the ABC news comedy program "The Weekly with Charlie Pickering."
  • D. Les Cunningham
    Les Cunningham was a prominent professional ice hockey player and coach best known for his standout career in the American Hockey League, where a major individual award now bears his name.
  • E. Rob Mitchell
    Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
  • 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: Adam and Stuart Chandler
Triple: [Chandler family, hasTwinMembers, Adam and Stuart Chandler]
Generated description
Adam and Stuart Chandler are fictional twin brothers from the soap opera "All My Children," known for their contrasting personalities and central role in the Chandler family storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam and Stuart Chandler
Target entity description: Adam and Stuart Chandler are fictional twin brothers from the soap opera "All My Children," known for their contrasting personalities and central role in the Chandler family storylines.
  • A. Ned and Stacey
    Ned and Stacey is a 1990s American sitcom about a mismatched couple in a marriage of convenience, starring Thomas Haden Church and Debra Messing.
  • B. Ted Hastings
    Ted Hastings is a principled, hard-driving senior police officer and head of anti-corruption unit AC-12 in the British television drama "Line of Duty."
  • C. Charlie Pickering
    Charlie Pickering is an Australian comedian, television presenter, and political satirist best known for hosting the ABC news comedy program "The Weekly with Charlie Pickering."
  • D. Les Cunningham
    Les Cunningham was a prominent professional ice hockey player and coach best known for his standout career in the American Hockey League, where a major individual award now bears his name.
  • E. Rob Mitchell
    Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24919345881909ba4e7fe2e59340f completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f97895081909f22ded3507afe14 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0020c8f904819090bea8655972fa85 completed May 10, 2026, 6:08 a.m.
NED2 Entity disambiguation (via description) batch_6a00213560588190850ab5a66fc43704 completed May 10, 2026, 6:09 a.m.
Created at: April 10, 2026, 5:05 a.m.