Triple

T8482976
Position Surface form Disambiguated ID Type / Status
Subject Rainbow DQN E200562 entity
Predicate proposedBy P32 FINISHED
Object Dan Horgan
Dan Horgan is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm that combines multiple deep reinforcement learning improvements into a single unified agent.
 E736832 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: Dan Horgan | Statement: [Rainbow DQN, proposedBy, Dan Horgan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dan Horgan
Context triple: [Rainbow DQN, proposedBy, Dan Horgan]
  • A. Ian Hultquist
    Ian Hultquist is an American composer and musician best known for his film and television scores and as a founding member and former keyboardist of the indie pop band Passion Pit.
  • B. Dan Haggerty
    Dan Haggerty was an American actor best known for his portrayal of the gentle mountain man in the film and television series "The Life and Times of Grizzly Adams."
  • C. Jeff MacNelly
    Jeff MacNelly was an American editorial cartoonist and creator of the comic strip "Shoe," renowned for his sharp political satire and three Pulitzer Prizes for Editorial Cartooning.
  • D. Eric Danchick
    Eric Danchick is a film producer known for his work on the movie "Bound 2."
  • E. Sean Hartnett
    Sean Hartnett is a relatively obscure individual whose primary distinguishing feature is sharing the surname Hartnett, with no widely recognized public profile or achievements documented.
  • 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: Dan Horgan
Triple: [Rainbow DQN, proposedBy, Dan Horgan]
Generated description
Dan Horgan is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm that combines multiple deep reinforcement learning improvements into a single unified agent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dan Horgan
Target entity description: Dan Horgan is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm that combines multiple deep reinforcement learning improvements into a single unified agent.
  • A. Ian Hultquist
    Ian Hultquist is an American composer and musician best known for his film and television scores and as a founding member and former keyboardist of the indie pop band Passion Pit.
  • B. Dan Haggerty
    Dan Haggerty was an American actor best known for his portrayal of the gentle mountain man in the film and television series "The Life and Times of Grizzly Adams."
  • C. Jeff MacNelly
    Jeff MacNelly was an American editorial cartoonist and creator of the comic strip "Shoe," renowned for his sharp political satire and three Pulitzer Prizes for Editorial Cartooning.
  • D. Eric Danchick
    Eric Danchick is a film producer known for his work on the movie "Bound 2."
  • E. Sean Hartnett
    Sean Hartnett is a relatively obscure individual whose primary distinguishing feature is sharing the surname Hartnett, with no widely recognized public profile or achievements documented.
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53845e881909eeb32863c7aa942 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a2b2e9081909f19712946c6ec20 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b4008a0819096bb44b46f510213 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c000e608190adf1b6499d382529 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:12 p.m.