Triple

T5531700
Position Surface form Disambiguated ID Type / Status
Subject Tom & Viv E145063 entity
Predicate screenwriter P2831 FINISHED
Object Michael Hastings
Michael Hastings was a British playwright and screenwriter known for his stage and television works, including adaptations of notable literary and historical subjects.
 E529066 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: Michael Hastings | Statement: [Tom & Viv, screenwriter, Michael Hastings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Hastings
Context triple: [Tom & Viv, screenwriter, Michael Hastings]
  • A. Chris Stevens
    Chris Stevens is a songwriter best known for co-writing the R&B ballad "You & I (Nobody in the World)."
  • B. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • C. James D. Foley
    James D. Foley is a computer scientist best known for his pioneering work and influential textbooks in the field of computer graphics.
  • D. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • E. Christopher Jordan Wallace
    Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
  • 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: Michael Hastings
Triple: [Tom & Viv, screenwriter, Michael Hastings]
Generated description
Michael Hastings was a British playwright and screenwriter known for his stage and television works, including adaptations of notable literary and historical subjects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Hastings
Target entity description: Michael Hastings was a British playwright and screenwriter known for his stage and television works, including adaptations of notable literary and historical subjects.
  • A. Chris Stevens
    Chris Stevens is a songwriter best known for co-writing the R&B ballad "You & I (Nobody in the World)."
  • B. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • C. James D. Foley
    James D. Foley is a computer scientist best known for his pioneering work and influential textbooks in the field of computer graphics.
  • D. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • E. Christopher Jordan Wallace
    Christopher Jordan Wallace is an American actor and rapper, best known as the son of legendary hip-hop artist The Notorious B.I.G.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9d17ec8190b93b12931a4c1b33 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028094fa48190a1f48779a7963af9 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033ddc7148190ba64ebfc2472c367 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c036725fc481908ab0e260892d8243 completed March 22, 2026, 6:35 p.m.
Created at: March 22, 2026, 3:34 p.m.