Triple

T4978484
Position Surface form Disambiguated ID Type / Status
Subject Frost E111824 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Frost
Michael Frost is an Australian missiologist, author, and speaker known for his influential work on the missional church and Christian mission in contemporary culture.
 E485258 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: Michael Frost | Statement: [Frost, hasNotableBearer, Michael Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Frost
Context triple: [Frost, hasNotableBearer, Michael Frost]
  • A. Michael Ward
    Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
  • B. Michael Leeson
    Michael Leeson was an American television writer and producer best known for co-creating the groundbreaking sitcom "The Cosby Show."
  • C. Michael Andrews
    Michael Andrews was a prominent British painter associated with the School of London, known for his psychologically charged figurative works and atmospheric landscapes.
  • D. Michael Andrews
    Michael Andrews is an American film composer and musician known for his atmospheric scores for movies such as Donnie Darko and Bridesmaids.
  • E. Michael Frank
    Michael Frank is a member of the Frank family, known primarily as a descendant of Otto Frank, the father of Anne Frank.
  • 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: Michael Frost
Triple: [Frost, hasNotableBearer, Michael Frost]
Generated description
Michael Frost is an Australian missiologist, author, and speaker known for his influential work on the missional church and Christian mission in contemporary culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Frost
Target entity description: Michael Frost is an Australian missiologist, author, and speaker known for his influential work on the missional church and Christian mission in contemporary culture.
  • A. Michael Ward
    Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
  • B. Michael Leeson
    Michael Leeson was an American television writer and producer best known for co-creating the groundbreaking sitcom "The Cosby Show."
  • C. Michael Andrews
    Michael Andrews was a prominent British painter associated with the School of London, known for his psychologically charged figurative works and atmospheric landscapes.
  • D. Michael Andrews
    Michael Andrews is an American film composer and musician known for his atmospheric scores for movies such as Donnie Darko and Bridesmaids.
  • E. Michael Frank
    Michael Frank is a member of the Frank family, known primarily as a descendant of Otto Frank, the father of Anne Frank.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7232bd8c8190b325c9198e8b2fa1 completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a0ac8d48190b9d050e26b67a794 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8d747c40819098ac5d475d60ab46 completed March 21, 2026, 12:22 p.m.
NED2 Entity disambiguation (via description) batch_69be8df7ab9c8190b1af6e32f0f33b30 completed March 21, 2026, 12:24 p.m.
Created at: March 20, 2026, 1:33 p.m.