Triple

T16986277
Position Surface form Disambiguated ID Type / Status
Subject Danielle Panabaker E412073 entity
Predicate spouse P13 FINISHED
Object Hayes Robbins
Hayes Robbins is an entertainment attorney best known as the husband of actress Danielle Panabaker.
E1244331 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: Hayes Robbins | Statement: [Danielle Panabaker, spouse, Hayes Robbins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hayes Robbins
Context triple: [Danielle Panabaker, spouse, Hayes Robbins]
  • A. Hayes Finnegan
    Hayes Finnegan is a fictional infant character on the soap opera "The Bold and the Beautiful," born into the prominent Forrester family.
  • B. Isen Robbins
    Isen Robbins is a film producer known for his work on independent and character-driven movies.
  • C. Ayn Robbins
    Ayn Robbins is an American lyricist best known for co-writing the iconic theme song "Gonna Fly Now" from the film Rocky.
  • D. Ellis Reynolds
    Ellis Reynolds was a songwriter best known for co-writing the popular jazz and pop standard "I'm Confessin' (That I Love You)."
  • E. Robin Corbett
    Robin Corbett was a British Labour Party politician who served as a Member of Parliament and was known for his work on civil liberties and prison reform.
  • 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: Hayes Robbins
Triple: [Danielle Panabaker, spouse, Hayes Robbins]
Generated description
Hayes Robbins is an entertainment attorney best known as the husband of actress Danielle Panabaker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hayes Robbins
Target entity description: Hayes Robbins is an entertainment attorney best known as the husband of actress Danielle Panabaker.
  • A. Hayes Finnegan
    Hayes Finnegan is a fictional infant character on the soap opera "The Bold and the Beautiful," born into the prominent Forrester family.
  • B. Isen Robbins
    Isen Robbins is a film producer known for his work on independent and character-driven movies.
  • C. Ayn Robbins
    Ayn Robbins is an American lyricist best known for co-writing the iconic theme song "Gonna Fly Now" from the film Rocky.
  • D. Ellis Reynolds
    Ellis Reynolds was a songwriter best known for co-writing the popular jazz and pop standard "I'm Confessin' (That I Love You)."
  • E. Robin Corbett
    Robin Corbett was a British Labour Party politician who served as a Member of Parliament and was known for his work on civil liberties and prison reform.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d27b58908190a643bcbd105b1849 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc1109a081908890bbd5958c76c2 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c583608190bf07ac205399f253 completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.