Triple

T4626573
Position Surface form Disambiguated ID Type / Status
Subject The Voices E101111 entity
Predicate productionCompany P490 FINISHED
Object 1984 Private Defense Contractors
1984 Private Defense Contractors is a film production company known for its work on the dark comedy thriller "The Voices."
 E457496 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: 1984 Private Defense Contractors | Statement: [The Voices, productionCompany, 1984 Private Defense Contractors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 1984 Private Defense Contractors
Context triple: [The Voices, productionCompany, 1984 Private Defense Contractors]
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. The Corps
    The Corps is the student military-style leadership organization at Texas A&M University known for its traditions, discipline, and role in campus life.
  • C. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • D. The Common Defense
    The Common Defense is a book by political scientist Samuel P. Huntington that analyzes U.S. national security policy and civil-military relations during the Cold War era.
  • E. Soldiers of Fortune
    Soldiers of Fortune is a 2012 action-adventure film about wealthy thrill-seekers who pay to participate in a real military mission, starring actors including Dominic Monaghan.
  • 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: 1984 Private Defense Contractors
Triple: [The Voices, productionCompany, 1984 Private Defense Contractors]
Generated description
1984 Private Defense Contractors is a film production company known for its work on the dark comedy thriller "The Voices."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 1984 Private Defense Contractors
Target entity description: 1984 Private Defense Contractors is a film production company known for its work on the dark comedy thriller "The Voices."
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. The Corps
    The Corps is the student military-style leadership organization at Texas A&M University known for its traditions, discipline, and role in campus life.
  • C. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • D. The Common Defense
    The Common Defense is a book by political scientist Samuel P. Huntington that analyzes U.S. national security policy and civil-military relations during the Cold War era.
  • E. Soldiers of Fortune
    Soldiers of Fortune is a 2012 action-adventure film about wealthy thrill-seekers who pay to participate in a real military mission, starring actors including Dominic Monaghan.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0a7b588190bc6552ee5babb198 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaab30508190881828adab92ba22 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb56021081909b23d22770bf3c88 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbf15f1481908b76bcdd37ebd4ce completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:13 p.m.