Triple

T9999316
Position Surface form Disambiguated ID Type / Status
Subject Kris Paronto E197282 entity
Predicate coAuthor P398 FINISHED
Object John Tiegen
John Tiegen is a former U.S. Marine and CIA security contractor best known as one of the Benghazi attack defenders and co-author of the book "13 Hours."
E883269 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: John Tiegen | Statement: [Kris Paronto, coAuthor, John Tiegen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Tiegen
Context triple: [Kris Paronto, coAuthor, John Tiegen]
  • A. Frank Teschemacher
    Frank Teschemacher was an influential early Chicago jazz clarinetist and saxophonist known for his role in shaping the Chicago style of the 1920s and early 1930s.
  • B. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • C. George Juergens
    George Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," known as the quirky, overprotective father navigating family turmoil and teenage pregnancy.
  • D. John Diehl
    John Diehl is an American character actor best known for his role as Detective Larry Zito on the 1980s television series "Miami Vice."
  • E. Karl Hettinger
    Karl Hettinger was a Los Angeles police officer whose traumatic experience as a kidnapped cop and witness to his partner’s murder in the 1963 “Onion Field” case became the basis for Joseph Wambaugh’s true-crime book and its film adaptation.
  • 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: John Tiegen
Triple: [Kris Paronto, coAuthor, John Tiegen]
Generated description
John Tiegen is a former U.S. Marine and CIA security contractor best known as one of the Benghazi attack defenders and co-author of the book "13 Hours."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Tiegen
Target entity description: John Tiegen is a former U.S. Marine and CIA security contractor best known as one of the Benghazi attack defenders and co-author of the book "13 Hours."
  • A. Frank Teschemacher
    Frank Teschemacher was an influential early Chicago jazz clarinetist and saxophonist known for his role in shaping the Chicago style of the 1920s and early 1930s.
  • B. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • C. George Juergens
    George Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," known as the quirky, overprotective father navigating family turmoil and teenage pregnancy.
  • D. John Diehl
    John Diehl is an American character actor best known for his role as Detective Larry Zito on the 1980s television series "Miami Vice."
  • E. Karl Hettinger
    Karl Hettinger was a Los Angeles police officer whose traumatic experience as a kidnapped cop and witness to his partner’s murder in the 1963 “Onion Field” case became the basis for Joseph Wambaugh’s true-crime book and its film adaptation.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8dc9c081909b6d20909ada09cf completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69de21a949508190ad16b061ead5ed24 completed April 14, 2026, 11:14 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: March 30, 2026, 8:51 p.m.