Triple

T10261918
Position Surface form Disambiguated ID Type / Status
Subject Broken-Hearted Girl E240618 entity
Predicate writer P1360 FINISHED
Object Ian Dench
Ian Dench is a British songwriter and musician best known for his work with the band EMF and for co-writing hit pop songs for artists such as Beyoncé.
E854557 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: Ian Dench | Statement: [Broken-Hearted Girl, writer, Ian Dench]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ian Dench
Context triple: [Broken-Hearted Girl, writer, Ian Dench]
  • A. Bill Nighy
    Bill Nighy is an English actor known for his distinctive voice and acclaimed performances in films such as "Love Actually," "Pirates of the Caribbean," and "About Time."
  • B. Michael Gambon
    Michael Gambon was an acclaimed Irish-English actor renowned for his powerful stage work and for portraying Albus Dumbledore in the Harry Potter film series.
  • C. Michael Caine
    Michael Caine is an acclaimed English actor known for his distinctive voice and versatile performances across decades of film, including frequent roles in Christopher Nolan’s movies.
  • D. Ian Richardson
    Ian Richardson was a distinguished Scottish actor renowned for his classical stage work with the Royal Shakespeare Company and his chilling portrayal of Francis Urquhart in the original BBC "House of Cards" series.
  • E. Derek Jacobi
    Derek Jacobi is an acclaimed English actor known for his distinguished stage and screen career, including notable performances in classical theatre and numerous film and television roles.
  • 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: Ian Dench
Triple: [Broken-Hearted Girl, writer, Ian Dench]
Generated description
Ian Dench is a British songwriter and musician best known for his work with the band EMF and for co-writing hit pop songs for artists such as Beyoncé.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ian Dench
Target entity description: Ian Dench is a British songwriter and musician best known for his work with the band EMF and for co-writing hit pop songs for artists such as Beyoncé.
  • A. Bill Nighy
    Bill Nighy is an English actor known for his distinctive voice and acclaimed performances in films such as "Love Actually," "Pirates of the Caribbean," and "About Time."
  • B. Michael Gambon
    Michael Gambon was an acclaimed Irish-English actor renowned for his powerful stage work and for portraying Albus Dumbledore in the Harry Potter film series.
  • C. Michael Caine
    Michael Caine is an acclaimed English actor known for his distinctive voice and versatile performances across decades of film, including frequent roles in Christopher Nolan’s movies.
  • D. Ian Richardson
    Ian Richardson was a distinguished Scottish actor renowned for his classical stage work with the Royal Shakespeare Company and his chilling portrayal of Francis Urquhart in the original BBC "House of Cards" series.
  • E. Derek Jacobi
    Derek Jacobi is an acclaimed English actor known for his distinguished stage and screen career, including notable performances in classical theatre and numerous film and television roles.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25c8dec8190af9160d9338ffc9c completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71cdcdf8c81909f5a2be1c3aa03a0 completed April 9, 2026, 3:28 a.m.
NEDg Description generation batch_69d71f76e3cc8190b21a5fe8825caa2b completed April 9, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69d7319938ec8190a4a1a5f09832e3e3 completed April 9, 2026, 4:56 a.m.
Created at: April 6, 2026, 11:32 a.m.