Triple

T6463631
Position Surface form Disambiguated ID Type / Status
Subject Exit Wounds E142179 entity
Predicate screenwriter P2831 FINISHED
Object Ed Horowitz
Ed Horowitz is a screenwriter best known for co-writing the action film "Exit Wounds."
E594169 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: Ed Horowitz | Statement: [Exit Wounds, screenwriter, Ed Horowitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Horowitz
Context triple: [Exit Wounds, screenwriter, Ed Horowitz]
  • A. Howard Gordon
    Howard Gordon is an American television writer and producer best known for his work on acclaimed series such as "24" and "Homeland."
  • B. Stephen Gaghan
    Stephen Gaghan is an American screenwriter and director best known for his politically charged, multi-narrative films such as "Traffic" and "Syriana."
  • C. Owen Roizman
    Owen Roizman was an acclaimed American cinematographer known for his influential work on landmark films of the 1970s and beyond.
  • D. Scott J. Horowitz
    Scott J. Horowitz is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s and early 2000s.
  • E. Benny Horowitz
    Benny Horowitz is an American drummer best known for his work with the New Jersey rock band The Gaslight Anthem.
  • 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: Ed Horowitz
Triple: [Exit Wounds, screenwriter, Ed Horowitz]
Generated description
Ed Horowitz is a screenwriter best known for co-writing the action film "Exit Wounds."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Horowitz
Target entity description: Ed Horowitz is a screenwriter best known for co-writing the action film "Exit Wounds."
  • A. Howard Gordon
    Howard Gordon is an American television writer and producer best known for his work on acclaimed series such as "24" and "Homeland."
  • B. Stephen Gaghan
    Stephen Gaghan is an American screenwriter and director best known for his politically charged, multi-narrative films such as "Traffic" and "Syriana."
  • C. Owen Roizman
    Owen Roizman was an acclaimed American cinematographer known for his influential work on landmark films of the 1970s and beyond.
  • D. Scott J. Horowitz
    Scott J. Horowitz is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s and early 2000s.
  • E. Benny Horowitz
    Benny Horowitz is an American drummer best known for his work with the New Jersey rock band The Gaslight Anthem.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f9b58081909412b9da753b9285 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64be78ae48190b38390ed245694fb completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64cd369048190bc0702592083a909 completed March 27, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c64d911a1881908b280636365a4858 completed March 27, 2026, 9:27 a.m.
Created at: March 22, 2026, 4:49 p.m.