Triple

T15308909
Position Surface form Disambiguated ID Type / Status
Subject Tremors E365975 entity
Predicate character P662 FINISHED
Object Heather Gummer
Heather Gummer is a tough, gun-enthusiast survivalist and one of the main human characters battling subterranean monsters in the Tremors film series.
E1213577 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: Heather Gummer | Statement: [Tremors, character, Heather Gummer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Gummer
Context triple: [Tremors, character, Heather Gummer]
  • A. Kristin Scott Thomas
    Kristin Scott Thomas is an acclaimed British actress known for her nuanced performances in films such as "The English Patient," "Four Weddings and a Funeral," and "The Horse Whisperer."
  • B. Hayley Roberts
    Hayley Roberts is a Welsh former shop assistant and model best known for being married to actor and singer David Hasselhoff.
  • C. Charlotte Naughton
    Charlotte Naughton is the daughter of acclaimed American Broadway and television actress and singer Kelli O'Hara.
  • D. Jemma Redgrave
    Jemma Redgrave is a British actress best known for her work in television dramas and for playing prominent roles in long-running series such as Doctor Who.
  • E. Emily Beecham
    Emily Beecham is a British-American actress known for her versatile performances in film and television, including prominent roles in projects such as "Little Joe," "Into the Badlands," and various independent and genre films.
  • 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: Heather Gummer
Triple: [Tremors, character, Heather Gummer]
Generated description
Heather Gummer is a tough, gun-enthusiast survivalist and one of the main human characters battling subterranean monsters in the Tremors film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Gummer
Target entity description: Heather Gummer is a tough, gun-enthusiast survivalist and one of the main human characters battling subterranean monsters in the Tremors film series.
  • A. Kristin Scott Thomas
    Kristin Scott Thomas is an acclaimed British actress known for her nuanced performances in films such as "The English Patient," "Four Weddings and a Funeral," and "The Horse Whisperer."
  • B. Hayley Roberts
    Hayley Roberts is a Welsh former shop assistant and model best known for being married to actor and singer David Hasselhoff.
  • C. Charlotte Naughton
    Charlotte Naughton is the daughter of acclaimed American Broadway and television actress and singer Kelli O'Hara.
  • D. Jemma Redgrave
    Jemma Redgrave is a British actress best known for her work in television dramas and for playing prominent roles in long-running series such as Doctor Who.
  • E. Emily Beecham
    Emily Beecham is a British-American actress known for her versatile performances in film and television, including prominent roles in projects such as "Little Joe," "Into the Badlands," and various independent and genre films.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd176708190b0f6ba17aed92f8e completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00456b590c8190949fd23cb5cec1e8 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a004771e5108190a7fd4f6e274e455a completed May 10, 2026, 8:53 a.m.
NED2 Entity disambiguation (via description) batch_6a00482646c88190a8e3a5299146b504 completed May 10, 2026, 8:56 a.m.
Created at: April 10, 2026, 3:16 a.m.