Triple

T12877295
Position Surface form Disambiguated ID Type / Status
Subject Showgirls E308000 entity
Predicate starring P1507 FINISHED
Object Lani O'Grady
Lani O'Grady was an American actress best known for her role as Mary Bradford on the television series "Eight Is Enough."
 E1010417 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: Lani O'Grady | Statement: [Showgirls, starring, Lani O'Grady]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lani O'Grady
Context triple: [Showgirls, starring, Lani O'Grady]
  • A. Lani Weymouth
    Lani Weymouth is a musician best known as a member of the new wave band Tom Tom Club, formed by Talking Heads members Chris Frantz and Tina Weymouth.
  • B. Coleen Gray
    Coleen Gray was an American film and television actress best known for her roles in classic 1940s and 1950s noir and Western films.
  • C. Cheryl Rogers
    Cheryl Rogers is the daughter of singing cowboy star Roy Rogers and the stepdaughter of actress and singer Dale Evans.
  • D. Dawn Tallman
    Dawn Tallman is an American gospel and house music vocalist known for her powerful, soulful voice and collaborations with prominent dance music producers.
  • E. Lani Hall
    Lani Hall is an American singer best known as the original lead vocalist of Sergio Mendes & Brasil '66 and for her later solo work and collaborations with her husband, Herb Alpert.
  • 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: Lani O'Grady
Triple: [Showgirls, starring, Lani O'Grady]
Generated description
Lani O'Grady was an American actress best known for her role as Mary Bradford on the television series "Eight Is Enough."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lani O'Grady
Target entity description: Lani O'Grady was an American actress best known for her role as Mary Bradford on the television series "Eight Is Enough."
  • A. Lani Weymouth
    Lani Weymouth is a musician best known as a member of the new wave band Tom Tom Club, formed by Talking Heads members Chris Frantz and Tina Weymouth.
  • B. Coleen Gray
    Coleen Gray was an American film and television actress best known for her roles in classic 1940s and 1950s noir and Western films.
  • C. Cheryl Rogers
    Cheryl Rogers is the daughter of singing cowboy star Roy Rogers and the stepdaughter of actress and singer Dale Evans.
  • D. Dawn Tallman
    Dawn Tallman is an American gospel and house music vocalist known for her powerful, soulful voice and collaborations with prominent dance music producers.
  • E. Lani Hall
    Lani Hall is an American singer best known as the original lead vocalist of Sergio Mendes & Brasil '66 and for her later solo work and collaborations with her husband, Herb Alpert.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af55623081909fd171129f439302 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b02e3b9881909387c1f70176a1bd completed May 3, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6b11ced30819090f67a0b1e1369aa completed May 3, 2026, 2:21 a.m.
Created at: April 9, 2026, 5:38 p.m.