Triple

T20885160
Position Surface form Disambiguated ID Type / Status
Subject Neverwas E514257 entity
Predicate mainCharacter P1183 FINISHED
Object Zach Riley
Zach Riley is the troubled psychiatrist protagonist of the fantasy drama film "Neverwas," who returns to his hometown and becomes entangled in the mysterious world of his late father's fairy-tale writings.
E1456436 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: Zach Riley | Statement: [Neverwas, mainCharacter, Zach Riley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zach Riley
Context triple: [Neverwas, mainCharacter, Zach Riley]
  • A. Zach Dean
    Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
  • B. Zachary Thomas
    Zachary Thomas is a musician best known as a former member and bassist of the indie rock band Okkervil River.
  • C. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • D. Zach Miller
    Zach Miller is a film producer known for his work on the movie "The Messenger."
  • E. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • 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: Zach Riley
Triple: [Neverwas, mainCharacter, Zach Riley]
Generated description
Zach Riley is the troubled psychiatrist protagonist of the fantasy drama film "Neverwas," who returns to his hometown and becomes entangled in the mysterious world of his late father's fairy-tale writings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zach Riley
Target entity description: Zach Riley is the troubled psychiatrist protagonist of the fantasy drama film "Neverwas," who returns to his hometown and becomes entangled in the mysterious world of his late father's fairy-tale writings.
  • A. Zach Dean
    Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
  • B. Zachary Thomas
    Zachary Thomas is a musician best known as a former member and bassist of the indie rock band Okkervil River.
  • C. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • D. Zach Miller
    Zach Miller is a film producer known for his work on the movie "The Messenger."
  • E. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c67c9d1c81908031eb77c124f119 completed April 21, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918c782008190ac4c6f0ee473071a completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a09194f440c8190aac98329720aaeb7 completed May 17, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_6a091a1871c8819089d522e7d1dd2452 completed May 17, 2026, 1:30 a.m.
Created at: April 16, 2026, 12:46 p.m.