Triple

T8085504
Position Surface form Disambiguated ID Type / Status
Subject Women's Murder Club series E188720 entity
Predicate hasPart P35 FINISHED
Object 12th of Never
12th of Never is a crime thriller novel by James Patterson and Maxine Paetro, part of the Women's Murder Club series following a group of women solving complex murder cases in San Francisco.
E711672 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: 12th of Never | Statement: [Women's Murder Club series, hasPart, 12th of Never]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 12th of Never
Context triple: [Women's Murder Club series, hasPart, 12th of Never]
  • A. The Twelfth of Never
    "The Twelfth of Never" is a popular romantic ballad, best known for its hit recordings by artists such as Johnny Mathis and Donny Osmond.
  • B. Twelve Months, Eleven Days
    "Twelve Months, Eleven Days" is a pop album by British singer-songwriter Gary Barlow, known for its melodic ballads and reflective lyrics following his success with Take That.
  • C. August Never Ends
    August Never Ends is a Chinese youth romance film featuring actress Ma Sichun in a leading role.
  • D. Because the Night
    "Because the Night" is a rock song co-written by Patti Smith and Bruce Springsteen that became one of Smith's signature hits and a classic of 1970s rock music.
  • E. Sweet Nothing
    "Sweet Nothing" is a 2012 electro house song by Scottish DJ and producer Calvin Harris featuring vocals from Florence Welch that became a major international hit.
  • 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: 12th of Never
Triple: [Women's Murder Club series, hasPart, 12th of Never]
Generated description
12th of Never is a crime thriller novel by James Patterson and Maxine Paetro, part of the Women's Murder Club series following a group of women solving complex murder cases in San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 12th of Never
Target entity description: 12th of Never is a crime thriller novel by James Patterson and Maxine Paetro, part of the Women's Murder Club series following a group of women solving complex murder cases in San Francisco.
  • A. The Twelfth of Never
    "The Twelfth of Never" is a popular romantic ballad, best known for its hit recordings by artists such as Johnny Mathis and Donny Osmond.
  • B. Twelve Months, Eleven Days
    "Twelve Months, Eleven Days" is a pop album by British singer-songwriter Gary Barlow, known for its melodic ballads and reflective lyrics following his success with Take That.
  • C. August Never Ends
    August Never Ends is a Chinese youth romance film featuring actress Ma Sichun in a leading role.
  • D. Because the Night
    "Because the Night" is a rock song co-written by Patti Smith and Bruce Springsteen that became one of Smith's signature hits and a classic of 1970s rock music.
  • E. Sweet Nothing
    "Sweet Nothing" is a 2012 electro house song by Scottish DJ and producer Calvin Harris featuring vocals from Florence Welch that became a major international hit.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb415f73808190b69db386b447062e completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc6402e41c819095442775938d4282 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68647cec81909736383fbe73d2e8 completed April 1, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69cc69b93bbc8190be2338182dd57b17 completed April 1, 2026, 12:41 a.m.
Created at: March 30, 2026, 5:29 p.m.