Triple

T13794261
Position Surface form Disambiguated ID Type / Status
Subject The Hills E331475 entity
Predicate writer P1360 FINISHED
Object Emmanuel Nickerson
Emmanuel Nickerson is a writer known for his work on the reality television series "The Hills."
E1066040 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: Emmanuel Nickerson | Statement: [The Hills, writer, Emmanuel Nickerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emmanuel Nickerson
Context triple: [The Hills, writer, Emmanuel Nickerson]
  • A. Bruce Monteath
    Bruce Monteath is a former Australian rules footballer best known for captaining Richmond to the 1980 VFL premiership.
  • B. Nathan Cunningham
    Nathan Cunningham is a songwriter best known for co-writing the track "Never Really Over."
  • C. John O’Neal
    John O’Neal was an influential American playwright, director, and civil rights activist best known for co-founding the Free Southern Theater and using performance as a tool for social change.
  • D. Nicholas Okes
    Nicholas Okes was a prominent early 17th-century London printer known for producing important works of English Renaissance drama and literature.
  • E. Anthony Ellis
    Anthony Ellis was a mid-20th-century writer and radio/television dramatist known for his work on American anthology series and adaptations.
  • 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: Emmanuel Nickerson
Triple: [The Hills, writer, Emmanuel Nickerson]
Generated description
Emmanuel Nickerson is a writer known for his work on the reality television series "The Hills."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emmanuel Nickerson
Target entity description: Emmanuel Nickerson is a writer known for his work on the reality television series "The Hills."
  • A. Bruce Monteath
    Bruce Monteath is a former Australian rules footballer best known for captaining Richmond to the 1980 VFL premiership.
  • B. Nathan Cunningham
    Nathan Cunningham is a songwriter best known for co-writing the track "Never Really Over."
  • C. John O’Neal
    John O’Neal was an influential American playwright, director, and civil rights activist best known for co-founding the Free Southern Theater and using performance as a tool for social change.
  • D. Nicholas Okes
    Nicholas Okes was a prominent early 17th-century London printer known for producing important works of English Renaissance drama and literature.
  • E. Anthony Ellis
    Anthony Ellis was a mid-20th-century writer and radio/television dramatist known for his work on American anthology series and adaptations.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0e3642481908a9b84d8d71fb4d4 completed May 3, 2026, 9:40 p.m.
NEDg Description generation batch_69f7c1e73fb481909f89ab3c0e9fb7d0 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:11 p.m.