Triple

T4751017
Position Surface form Disambiguated ID Type / Status
Subject Dracula Untold E105475 entity
Predicate castMember P1668 FINISHED
Object 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.
 E467336 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 McGowan | Statement: [Dracula Untold, castMember, Zach McGowan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zach McGowan
Context triple: [Dracula Untold, castMember, Zach McGowan]
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. 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.
  • C. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • D. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • E. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • 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 McGowan
Triple: [Dracula Untold, castMember, Zach McGowan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zach McGowan
Target entity description: 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.
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. 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.
  • C. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • D. Zach Blair
    Zach Blair is an American guitarist best known as the lead guitarist and backing vocalist for the punk rock band Rise Against.
  • E. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c97b548190815083f2f8df907c completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a561a7c8190a5ab87751ab36e0d completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3d2063e48190afb3fdfd5ad6749f completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3d99a288819088e42e04de5c17a4 completed March 21, 2026, 6:41 a.m.
Created at: March 20, 2026, 1:20 p.m.