Triple

T2770921
Position Surface form Disambiguated ID Type / Status
Subject First Blood E61453 entity
Predicate screenwriter P2831 FINISHED
Object William Sackheim
William Sackheim was an American screenwriter and producer best known for co-writing the film "First Blood" and contributing to numerous television series and movies.
E296879 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: William Sackheim | Statement: [First Blood, screenwriter, William Sackheim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Sackheim
Context triple: [First Blood, screenwriter, William Sackheim]
  • A. Bill Sackter
    Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
  • B. Howard Sibshaw
    Howard Sibshaw is a timid, henpecked, and comically unfaithful husband in the long-running British sitcom "Last of the Summer Wine," known for his secretive escapades and constant fear of being caught by his domineering wife.
  • C. Jay Keyser
    Jay Keyser is an American linguist known for his influential work in generative phonology and syntax, as well as his long career as a professor at MIT.
  • D. Chuck Mitchell
    Chuck Mitchell is an American musician and former folk singer best known for his brief marriage and early musical partnership with Joni Mitchell in the 1960s.
  • E. Andrew Singer
    Andrew Singer is a television producer best known for his executive production work on the satirical sketch comedy series "Portlandia."
  • 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: William Sackheim
Triple: [First Blood, screenwriter, William Sackheim]
Generated description
William Sackheim was an American screenwriter and producer best known for co-writing the film "First Blood" and contributing to numerous television series and movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Sackheim
Target entity description: William Sackheim was an American screenwriter and producer best known for co-writing the film "First Blood" and contributing to numerous television series and movies.
  • A. Bill Sackter
    Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
  • B. Howard Sibshaw
    Howard Sibshaw is a timid, henpecked, and comically unfaithful husband in the long-running British sitcom "Last of the Summer Wine," known for his secretive escapades and constant fear of being caught by his domineering wife.
  • C. Jay Keyser
    Jay Keyser is an American linguist known for his influential work in generative phonology and syntax, as well as his long career as a professor at MIT.
  • D. Chuck Mitchell
    Chuck Mitchell is an American musician and former folk singer best known for his brief marriage and early musical partnership with Joni Mitchell in the 1960s.
  • E. Andrew Singer
    Andrew Singer is a television producer best known for his executive production work on the satirical sketch comedy series "Portlandia."
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6a23208190ba94c9a9f601a042 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05061808190abe709eff7a8c986 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6f7208190ac4f135ae72f0336 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.