Triple

T3988744
Position Surface form Disambiguated ID Type / Status
Subject Starship Troopers E86935 entity
Predicate starredActor P5563 FINISHED
Object Denise Richards
Denise Richards is an American actress and former fashion model best known for her roles in films like "Wild Things," "Starship Troopers," and the James Bond movie "The World Is Not Enough."
E404156 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: Denise Richards | Statement: [Starship Troopers, starredActor, Denise Richards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denise Richards
Context triple: [Starship Troopers, starredActor, Denise Richards]
  • A. Tiffani Thiessen
    Tiffani Thiessen is an American actress best known for her roles on the television series "Saved by the Bell" and "Beverly Hills, 90210."
  • B. Shannon Elizabeth
    Shannon Elizabeth is an American actress and former fashion model best known for her breakout role in the comedy film "American Pie."
  • C. Tara Reid
    Tara Reid is an American actress best known for her roles in films like "American Pie" and "The Big Lebowski," as well as the "Sharknado" television movie series.
  • D. Joely Richardson
    Joely Richardson is an English actress known for her work in film and television, including roles in projects such as "Nip/Tuck" and various period dramas.
  • E. Tia Carrere
    Tia Carrere is a Hawaiian-born American actress, singer, and former model best known for her roles in "Wayne's World," "True Lies," and various voice performances in animated films and series.
  • 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: Denise Richards
Triple: [Starship Troopers, starredActor, Denise Richards]
Generated description
Denise Richards is an American actress and former fashion model best known for her roles in films like "Wild Things," "Starship Troopers," and the James Bond movie "The World Is Not Enough."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denise Richards
Target entity description: Denise Richards is an American actress and former fashion model best known for her roles in films like "Wild Things," "Starship Troopers," and the James Bond movie "The World Is Not Enough."
  • A. Tiffani Thiessen
    Tiffani Thiessen is an American actress best known for her roles on the television series "Saved by the Bell" and "Beverly Hills, 90210."
  • B. Shannon Elizabeth
    Shannon Elizabeth is an American actress and former fashion model best known for her breakout role in the comedy film "American Pie."
  • C. Tara Reid
    Tara Reid is an American actress best known for her roles in films like "American Pie" and "The Big Lebowski," as well as the "Sharknado" television movie series.
  • D. Joely Richardson
    Joely Richardson is an English actress known for her work in film and television, including roles in projects such as "Nip/Tuck" and various period dramas.
  • E. Tia Carrere
    Tia Carrere is a Hawaiian-born American actress, singer, and former model best known for her roles in "Wayne's World," "True Lies," and various voice performances in animated films and series.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa007344819099515fda367f7016 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5402f72e8819097ce951aac465dc8 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54112e3788190800e295a745c4689 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541808d548190987ad1538c647664 completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:33 p.m.