Triple

T23468475
Position Surface form Disambiguated ID Type / Status
Subject Dead Man's Bones E569160 entity
Predicate hasMember P10 FINISHED
Object Zach Shields
Zach Shields is an American musician and filmmaker best known as a co-founder of the gothic folk-rock band Dead Man's Bones alongside actor Ryan Gosling.
 E1589887 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 Shields | Statement: [Dead Man's Bones, hasMember, Zach Shields]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zach Shields
Context triple: [Dead Man's Bones, hasMember, Zach Shields]
  • A. Zach Shields
    Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
  • B. Zach Shields
    Zach Shields is a screenwriter and filmmaker best known for co-writing the holiday horror-comedy film "Krampus" (2015), often collaborating with director Michael Dougherty.
  • C. 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.
  • D. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • E. Ryan Binkley
    Ryan Binkley is an American pastor and businessman who ran as a long-shot candidate in the 2024 Republican presidential primaries.
  • 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 Shields
Triple: [Dead Man's Bones, hasMember, Zach Shields]
Generated description
Zach Shields is an American musician and filmmaker best known as a co-founder of the gothic folk-rock band Dead Man's Bones alongside actor Ryan Gosling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zach Shields
Target entity description: Zach Shields is an American musician and filmmaker best known as a co-founder of the gothic folk-rock band Dead Man's Bones alongside actor Ryan Gosling.
  • A. Zach Shields
    Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
  • B. Zach Shields
    Zach Shields is a screenwriter and filmmaker best known for co-writing the holiday horror-comedy film "Krampus" (2015), often collaborating with director Michael Dougherty.
  • C. 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.
  • D. Zach Nunn
    Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
  • E. Ryan Binkley
    Ryan Binkley is an American pastor and businessman who ran as a long-shot candidate in the 2024 Republican presidential primaries.
  • 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_69e2458ebd808190b3298163132cfb0b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a6fd280c81908aae05f0851466eb completed April 29, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8256ede08190a95e0074245e9eff completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6efb0d88190bf15b18cc3f12482 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca819f6dc8190852bb3c06768ac5a completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:54 p.m.