Triple

T3287369
Position Surface form Disambiguated ID Type / Status
Subject The Twilight Saga film series E69014 entity
Predicate notableCharacterGroup P35849 FINISHED
Object Cullen family
The Cullen family is a coven of vegetarian vampires central to the Twilight Saga, known for their close-knit, quasi-human lifestyle and key roles in the series’ romantic and supernatural conflicts.
E345531 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: Cullen family | Statement: [The Twilight Saga film series, notableCharacterGroup, Cullen family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cullen family
Context triple: [The Twilight Saga film series, notableCharacterGroup, Cullen family]
  • A. Cunningham family
    The Cunningham family is the central, wholesome Midwestern household featured in the classic American sitcom "Happy Days."
  • B. Scott family
    The Scott family is a prominent Scottish noble lineage historically associated with major titles such as the Dukedom of Buccleuch and significant influence in the Scottish Borders.
  • C. Dillon family
    The Dillon family is an Anglo-Irish noble lineage historically prominent in County Galway, Ireland, with members who held titles in the Irish peerage and played significant roles in political and social life.
  • D. Campbell family
    The Campbell family is a powerful Scottish Highland clan historically centered in Argyll, long prominent in Scottish politics and nobility.
  • E. Crichton family
    The Crichton family was a prominent Scottish noble lineage influential in medieval and early modern Scotland.
  • 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: Cullen family
Triple: [The Twilight Saga film series, notableCharacterGroup, Cullen family]
Generated description
The Cullen family is a coven of vegetarian vampires central to the Twilight Saga, known for their close-knit, quasi-human lifestyle and key roles in the series’ romantic and supernatural conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cullen family
Target entity description: The Cullen family is a coven of vegetarian vampires central to the Twilight Saga, known for their close-knit, quasi-human lifestyle and key roles in the series’ romantic and supernatural conflicts.
  • A. Cunningham family
    The Cunningham family is the central, wholesome Midwestern household featured in the classic American sitcom "Happy Days."
  • B. Scott family
    The Scott family is a prominent Scottish noble lineage historically associated with major titles such as the Dukedom of Buccleuch and significant influence in the Scottish Borders.
  • C. Dillon family
    The Dillon family is an Anglo-Irish noble lineage historically prominent in County Galway, Ireland, with members who held titles in the Irish peerage and played significant roles in political and social life.
  • D. Campbell family
    The Campbell family is a powerful Scottish Highland clan historically centered in Argyll, long prominent in Scottish politics and nobility.
  • E. Crichton family
    The Crichton family was a prominent Scottish noble lineage influential in medieval and early modern Scotland.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05779d08190a5517951e71b1380 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85f71508190b194b4d383d7ee32 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e8d165488190bdb6c07257f7502a completed March 12, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69b2ecfd3c20819089bc0b2141aee8eb completed March 12, 2026, 4:42 p.m.
Created at: March 8, 2026, 3:10 p.m.