Triple

T9781108
Position Surface form Disambiguated ID Type / Status
Subject Z Nation E237373 entity
Predicate createdBy P806 FINISHED
Object Craig Engler
Craig Engler is a television writer and producer best known as the co-creator of the post-apocalyptic zombie series "Z Nation."
E820669 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: Craig Engler | Statement: [Z Nation, createdBy, Craig Engler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Engler
Context triple: [Z Nation, createdBy, Craig Engler]
  • A. Mitch Daniels
    Mitch Daniels is an American politician and academic leader who served as the 49th governor of Indiana and later as president of Purdue University.
  • B. Ron Johnson
    Ron Johnson is a charismatic, wisecracking student at Hillman College on the sitcom "A Different World," known for his entrepreneurial schemes and close friendships with other main characters.
  • C. Jim Kripps
    Jim Kripps is a fictional character appearing in the work titled "The Silence."
  • D. Brian Whitmer
    Brian Whitmer is a technology entrepreneur best known as a co-founder of Instructure, the company behind the Canvas learning management system.
  • E. Haley Barbour
    Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
  • 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: Craig Engler
Triple: [Z Nation, createdBy, Craig Engler]
Generated description
Craig Engler is a television writer and producer best known as the co-creator of the post-apocalyptic zombie series "Z Nation."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Engler
Target entity description: Craig Engler is a television writer and producer best known as the co-creator of the post-apocalyptic zombie series "Z Nation."
  • A. Mitch Daniels
    Mitch Daniels is an American politician and academic leader who served as the 49th governor of Indiana and later as president of Purdue University.
  • B. Ron Johnson
    Ron Johnson is a charismatic, wisecracking student at Hillman College on the sitcom "A Different World," known for his entrepreneurial schemes and close friendships with other main characters.
  • C. Jim Kripps
    Jim Kripps is a fictional character appearing in the work titled "The Silence."
  • D. Brian Whitmer
    Brian Whitmer is a technology entrepreneur best known as a co-founder of Instructure, the company behind the Canvas learning management system.
  • E. Haley Barbour
    Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda1b23cb88190b458ab18d5f7f493 completed April 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bd2e5f4c81908a3c132df6440947 completed April 5, 2026, 1:38 a.m.
NEDg Description generation batch_69d1bf4a414c81909ee12092315e714a completed April 5, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69d1c00dac1c81908c6c5dca384eddcc completed April 5, 2026, 1:51 a.m.
Created at: March 30, 2026, 8:27 p.m.