Triple

T8315449
Position Surface form Disambiguated ID Type / Status
Subject Gary Dauberman E194693 entity
Predicate employer P7 FINISHED
Object Atomic Monster (frequent collaborator)
Atomic Monster is a film and television production company, founded by James Wan, known for producing popular horror franchises such as The Conjuring and Insidious series.
 E725568 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: Atomic Monster (frequent collaborator) | Statement: [Gary Dauberman, employer, Atomic Monster (frequent collaborator)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atomic Monster (frequent collaborator)
Context triple: [Gary Dauberman, employer, Atomic Monster (frequent collaborator)]
  • A. The Monsters & Strangerz
    The Monsters & Strangerz are an American songwriting and production duo known for crafting pop and electronic hits for major artists across the contemporary music industry.
  • B. Elfman
    Elfman is the surname of American composer and musician Danny Elfman, renowned for his film scores and work with the band Oingo Boingo.
  • C. Adam One
    Adam One is a charismatic spiritual leader and founder of the eco-religious group God's Gardeners in Margaret Atwood's dystopian MaddAddam trilogy.
  • D. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • E. Matt Martians
    Matt Martians is an American record producer, musician, and founding member of the alternative R&B/hip-hop collective The Internet, known for his experimental, soulful production style.
  • 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: Atomic Monster (frequent collaborator)
Triple: [Gary Dauberman, employer, Atomic Monster (frequent collaborator)]
Generated description
Atomic Monster is a film and television production company, founded by James Wan, known for producing popular horror franchises such as The Conjuring and Insidious series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atomic Monster (frequent collaborator)
Target entity description: Atomic Monster is a film and television production company, founded by James Wan, known for producing popular horror franchises such as The Conjuring and Insidious series.
  • A. The Monsters & Strangerz
    The Monsters & Strangerz are an American songwriting and production duo known for crafting pop and electronic hits for major artists across the contemporary music industry.
  • B. Elfman
    Elfman is the surname of American composer and musician Danny Elfman, renowned for his film scores and work with the band Oingo Boingo.
  • C. Adam One
    Adam One is a charismatic spiritual leader and founder of the eco-religious group God's Gardeners in Margaret Atwood's dystopian MaddAddam trilogy.
  • D. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • E. Matt Martians
    Matt Martians is an American record producer, musician, and founding member of the alternative R&B/hip-hop collective The Internet, known for his experimental, soulful production style.
  • 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_69ca82e6e2648190a31eaf6f4f757b2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f540b2081908ccb1b2ed040c74e completed March 31, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd9583fa8081909778288f4c96de72 completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdab5d649c819098a7643d5a0b7827 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2c2e2248190bf52466abaebfe29 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:55 p.m.