Triple

T8512098
Position Surface form Disambiguated ID Type / Status
Subject Thora Hird E201478 entity
Predicate notableWork P4 FINISHED
Object Talking Heads
Talking Heads is a series of acclaimed monologue-based television dramas written by Alan Bennett and originally broadcast by the BBC.
 E738616 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: Talking Heads | Statement: [Thora Hird, notableWork, Talking Heads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talking Heads
Context triple: [Thora Hird, notableWork, Talking Heads]
  • A. Talking Heads
    Talking Heads were an influential American new wave band formed in the 1970s, known for their art-rock sensibilities, innovative music videos, and the distinctive vocals and songwriting of frontman David Byrne.
  • B. Talking Heads: 77
    Talking Heads: 77 is the 1977 debut studio album by American rock band Talking Heads, featuring their early art rock and new wave sound and including the song "Psycho Killer."
  • C. R.E.M.
    R.E.M. is an influential American rock band, formed in 1980 in Athens, Georgia, known for pioneering alternative rock with hits like "Losing My Religion" and "Everybody Hurts."
  • D. Sonic Youth
    Sonic Youth was an influential American alternative rock band known for its experimental guitar tunings, noise-driven sound, and pivotal role in the 1980s–1990s indie and underground music scenes.
  • E. They Might Be Giants
    They Might Be Giants is a 1971 mystery-comedy film in which George C. Scott plays a man who believes he is Sherlock Holmes, exploring themes of imagination and sanity.
  • 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: Talking Heads
Triple: [Thora Hird, notableWork, Talking Heads]
Generated description
Talking Heads is a series of acclaimed monologue-based television dramas written by Alan Bennett and originally broadcast by the BBC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talking Heads
Target entity description: Talking Heads is a series of acclaimed monologue-based television dramas written by Alan Bennett and originally broadcast by the BBC.
  • A. Talking Heads
    Talking Heads were an influential American new wave band formed in the 1970s, known for their art-rock sensibilities, innovative music videos, and the distinctive vocals and songwriting of frontman David Byrne.
  • B. Talking Heads: 77
    Talking Heads: 77 is the 1977 debut studio album by American rock band Talking Heads, featuring their early art rock and new wave sound and including the song "Psycho Killer."
  • C. R.E.M.
    R.E.M. is an influential American rock band, formed in 1980 in Athens, Georgia, known for pioneering alternative rock with hits like "Losing My Religion" and "Everybody Hurts."
  • D. Sonic Youth
    Sonic Youth was an influential American alternative rock band known for its experimental guitar tunings, noise-driven sound, and pivotal role in the 1980s–1990s indie and underground music scenes.
  • E. They Might Be Giants
    They Might Be Giants is a 1971 mystery-comedy film in which George C. Scott plays a man who believes he is Sherlock Holmes, exploring themes of imagination and sanity.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60b0d4c8190812ddbc1c17389c8 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.