Triple

T13003341
Position Surface form Disambiguated ID Type / Status
Subject David Hare E322223 entity
Predicate notableWork P4 FINISHED
Object Stuff Happens
Stuff Happens is a 2004 political play by British dramatist David Hare that dramatizes the lead-up to the Iraq War through a mix of documented events and imagined dialogue among world leaders.
E1016645 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: Stuff Happens | Statement: [David Hare, notableWork, Stuff Happens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuff Happens
Context triple: [David Hare, notableWork, Stuff Happens]
  • A. Things Happen
    "Things Happen" is a reflective indie rock song by Dawes known for its philosophical lyrics about accepting life's unpredictability.
  • B. Whatever Happens
    "Whatever Happens" is a soulful R&B ballad by Michael Jackson featuring Carlos Santana, known for its emotional vocals and Latin-influenced guitar work.
  • C. Let It Happen
    "Let It Happen" is a critically acclaimed psychedelic synth-pop track by Tame Impala, known for its sprawling, hypnotic production and exploration of surrendering to change.
  • D. Let It Happen
    "Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
  • E. Happen
    "Happen" is a soulful, atmospheric song by American singer-songwriter Nick Hakim, known for its intimate vocals and hazy, experimental production.
  • 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: Stuff Happens
Triple: [David Hare, notableWork, Stuff Happens]
Generated description
Stuff Happens is a 2004 political play by British dramatist David Hare that dramatizes the lead-up to the Iraq War through a mix of documented events and imagined dialogue among world leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuff Happens
Target entity description: Stuff Happens is a 2004 political play by British dramatist David Hare that dramatizes the lead-up to the Iraq War through a mix of documented events and imagined dialogue among world leaders.
  • A. Things Happen
    "Things Happen" is a reflective indie rock song by Dawes known for its philosophical lyrics about accepting life's unpredictability.
  • B. Whatever Happens
    "Whatever Happens" is a soulful R&B ballad by Michael Jackson featuring Carlos Santana, known for its emotional vocals and Latin-influenced guitar work.
  • C. Let It Happen
    "Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
  • D. Let It Happen
    "Let It Happen" is a critically acclaimed psychedelic synth-pop track by Tame Impala, known for its sprawling, hypnotic production and exploration of surrendering to change.
  • E. Happen
    "Happen" is a soulful, atmospheric song by American singer-songwriter Nick Hakim, known for its intimate vocals and hazy, experimental production.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c103e49c8190a140527f24b5c799 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c562d10c8190b76dbf50a0101bae completed May 3, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69f6c635fc888190891a79da9d7984a0 completed May 3, 2026, 3:51 a.m.
Created at: April 9, 2026, 8:47 p.m.