Triple

T14660995
Position Surface form Disambiguated ID Type / Status
Subject Parenthood E344235 entity
Predicate mainCharacter P1183 FINISHED
Object Nathan Huffner
Nathan Huffner is a central character in the television drama series "Parenthood," around whom key family and personal storylines revolve.
E1132810 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: Nathan Huffner | Statement: [Parenthood, mainCharacter, Nathan Huffner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nathan Huffner
Context triple: [Parenthood, mainCharacter, Nathan Huffner]
  • A. Nathan Huffheins
    Nathan Huffheins is the real name of the fictional furniture magnate Nathan Arizona from the Coen brothers’ film "Raising Arizona."
  • B. Josh Futturman
    Josh Futturman is the slacker janitor-turned-time-traveling hero played by Josh Hutcherson in the sci-fi comedy series "Future Man."
  • C. Nathan Nugent
    Nathan Nugent is a film editor known for his work on acclaimed independent and international films, including collaborations with director Sebastián Lelio.
  • D. Joshua Waldhorn
    Joshua Waldhorn is the son of the late British actor Gary Waldhorn, known for his work in television, film, and theatre.
  • E. Nathan Strayer
    Nathan Strayer is a musician best known for his past role as a member of the American alternative rock band Anberlin.
  • 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: Nathan Huffner
Triple: [Parenthood, mainCharacter, Nathan Huffner]
Generated description
Nathan Huffner is a central character in the television drama series "Parenthood," around whom key family and personal storylines revolve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nathan Huffner
Target entity description: Nathan Huffner is a central character in the television drama series "Parenthood," around whom key family and personal storylines revolve.
  • A. Nathan Huffheins
    Nathan Huffheins is the real name of the fictional furniture magnate Nathan Arizona from the Coen brothers’ film "Raising Arizona."
  • B. Josh Futturman
    Josh Futturman is the slacker janitor-turned-time-traveling hero played by Josh Hutcherson in the sci-fi comedy series "Future Man."
  • C. Nathan Nugent
    Nathan Nugent is a film editor known for his work on acclaimed independent and international films, including collaborations with director Sebastián Lelio.
  • D. Joshua Waldhorn
    Joshua Waldhorn is the son of the late British actor Gary Waldhorn, known for his work in television, film, and theatre.
  • E. Nathan Strayer
    Nathan Strayer is a musician best known for his past role as a member of the American alternative rock band Anberlin.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dba87c481908084c3cba5df3fcd completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e41de7c8190a2c2ce525d04fb49 completed May 9, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69fe9edd6fac8190907cdadb0de02d63 completed May 9, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:27 a.m.