Triple

T1809565
Position Surface form Disambiguated ID Type / Status
Subject Troop Zero E40299 entity
Predicate hasCastMember P2308 FINISHED
Object Bella Higginbotham
Bella Higginbotham is an American actress best known for her role in the film "Troop Zero" and for appearing in various television and streaming series.
 E261258 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: Bella Higginbotham | Statement: [Troop Zero, hasCastMember, Bella Higginbotham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bella Higginbotham
Context triple: [Troop Zero, hasCastMember, Bella Higginbotham]
  • A. Sophia Hull
    Sophia Hull was the wife of British colonial administrator Sir Thomas Stamford Raffles and is noted for her role in supporting his work and preserving his legacy.
  • B. Hannah Callowhill
    Hannah Callowhill was an English Quaker who effectively governed the Province of Pennsylvania in the early 18th century as the second wife and acting political partner of William Penn.
  • C. Lacey Pemberton
    Lacey Pemberton is a popular high school girl and one of the central characters in John Green’s novel and film adaptation "Paper Towns."
  • D. Hannah Laity
    Hannah Laity is a New Zealand chartered accountant and social media personality known for her lifestyle content and public profile alongside her husband, All Blacks rugby star Beauden Barrett.
  • E. Brenna Harding
    Brenna Harding is an Australian actress best known for her roles in the TV series "Puberty Blues" and the "Arkangel" episode of "Black Mirror."
  • 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: Bella Higginbotham
Triple: [Troop Zero, hasCastMember, Bella Higginbotham]
Generated description
Bella Higginbotham is an American actress best known for her role in the film "Troop Zero" and for appearing in various television and streaming series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bella Higginbotham
Target entity description: Bella Higginbotham is an American actress best known for her role in the film "Troop Zero" and for appearing in various television and streaming series.
  • A. Sophia Hull
    Sophia Hull was the wife of British colonial administrator Sir Thomas Stamford Raffles and is noted for her role in supporting his work and preserving his legacy.
  • B. Hannah Callowhill
    Hannah Callowhill was an English Quaker who effectively governed the Province of Pennsylvania in the early 18th century as the second wife and acting political partner of William Penn.
  • C. Lacey Pemberton
    Lacey Pemberton is a popular high school girl and one of the central characters in John Green’s novel and film adaptation "Paper Towns."
  • D. Hannah Laity
    Hannah Laity is a New Zealand chartered accountant and social media personality known for her lifestyle content and public profile alongside her husband, All Blacks rugby star Beauden Barrett.
  • E. Brenna Harding
    Brenna Harding is an Australian actress best known for her roles in the TV series "Puberty Blues" and the "Arkangel" episode of "Black Mirror."
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65c310d88190bfd9c27fa238e648 completed March 6, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8367a288190ac4dcd2f06505982 completed March 9, 2026, 11 a.m.
NEDg Description generation batch_69aeabf0b5608190a8c90a3af3d6ea1e completed March 9, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69aead0002508190863cb78497307b8a completed March 9, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:32 p.m.