Triple

T20868492
Position Surface form Disambiguated ID Type / Status
Subject The Messenger E513825 entity
Predicate producer P490 FINISHED
Object Zach Miller
Zach Miller is a film producer known for his work on the movie "The Messenger."
E1455744 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 Miller | Statement: [The Messenger, producer, Zach Miller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zach Miller
Context triple: [The Messenger, producer, Zach Miller]
  • A. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • B. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • C. Zach Adams
    Zach Adams is an American game developer best known as the co-creator and lead programmer of the cult-favorite simulation game Dwarf Fortress.
  • D. Zach McGowan
    Zach McGowan is an American actor known for his rugged roles in television series like "Shameless," "Black Sails," and "The 100," as well as various film appearances.
  • E. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • 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 Miller
Triple: [The Messenger, producer, Zach Miller]
Generated description
Zach Miller is a film producer known for his work on the movie "The Messenger."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zach Miller
Target entity description: Zach Miller is a film producer known for his work on the movie "The Messenger."
  • A. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • B. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • C. Zach Adams
    Zach Adams is an American game developer best known as the co-creator and lead programmer of the cult-favorite simulation game Dwarf Fortress.
  • D. Zach McGowan
    Zach McGowan is an American actor known for his rugged roles in television series like "Shameless," "Black Sails," and "The 100," as well as various film appearances.
  • E. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • 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_69e0b4f675cc8190b4e745225b62eb66 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c4624ce48190b85e5bb24cf0a305 completed April 21, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091398c994819097682e030239bf95 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09154ad3c881909593036d57ca0d7d completed May 17, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0915c2d584819088abf001397e4d0f completed May 17, 2026, 1:11 a.m.
Created at: April 16, 2026, 12:45 p.m.