Triple

T10471064
Position Surface form Disambiguated ID Type / Status
Subject The Darkest Minds E246921 entity
Predicate screenwriter P2831 FINISHED
Object Chad Hodge
Chad Hodge is an American television writer and producer known for creating and developing series such as "Wayward Pines" and "Good Behavior."
E865504 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: Chad Hodge | Statement: [The Darkest Minds, screenwriter, Chad Hodge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chad Hodge
Context triple: [The Darkest Minds, screenwriter, Chad Hodge]
  • A. Ryan Yarbrough
    Ryan Yarbrough is an American professional baseball pitcher known for his tenure with the Tampa Bay Rays in Major League Baseball.
  • B. Craig Hodges
    Craig Hodges is a former NBA guard best known as one of the league’s greatest three-point shooters and a three-time NBA Three-Point Contest champion.
  • C. Brian Hargrove
    Brian Hargrove is an American television writer, producer, and occasional actor known for his work on series such as "Caroline in the City" and "Wanda at Large."
  • D. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • E. Jeff McNeil
    Jeff McNeil is an American professional baseball player, primarily a contact-hitting second baseman and outfielder for the New York Mets known for his high batting average and versatility.
  • 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: Chad Hodge
Triple: [The Darkest Minds, screenwriter, Chad Hodge]
Generated description
Chad Hodge is an American television writer and producer known for creating and developing series such as "Wayward Pines" and "Good Behavior."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chad Hodge
Target entity description: Chad Hodge is an American television writer and producer known for creating and developing series such as "Wayward Pines" and "Good Behavior."
  • A. Ryan Yarbrough
    Ryan Yarbrough is an American professional baseball pitcher known for his tenure with the Tampa Bay Rays in Major League Baseball.
  • B. Craig Hodges
    Craig Hodges is a former NBA guard best known as one of the league’s greatest three-point shooters and a three-time NBA Three-Point Contest champion.
  • C. Brian Hargrove
    Brian Hargrove is an American television writer, producer, and occasional actor known for his work on series such as "Caroline in the City" and "Wanda at Large."
  • D. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • E. Jeff McNeil
    Jeff McNeil is an American professional baseball player, primarily a contact-hitting second baseman and outfielder for the New York Mets known for his high batting average and versatility.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509305fec81908b1acd91ae1f875d completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a0094910819094d492c87b31898e completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a45e5a108190ba8e6ba4af858b19 completed April 10, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69d8a890c6b081908e57cc74f18d788b completed April 10, 2026, 7:36 a.m.
Created at: April 6, 2026, 12:20 p.m.