Triple

T2182054
Position Surface form Disambiguated ID Type / Status
Subject Liv Tyler E49065 entity
Predicate notableRole P22 FINISHED
Object Grace Stamper
Grace Stamper is the daughter of a deep-core driller and the romantic interest of an astronaut trainee in the 1998 science fiction disaster film "Armageddon."
E243197 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: Grace Stamper | Statement: [Liv Tyler, notableRole, Grace Stamper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grace Stamper
Context triple: [Liv Tyler, notableRole, Grace Stamper]
  • A. Clara Lemlich
    Clara Lemlich was a Ukrainian-born American labor organizer and suffragist best known for leading the 1909 New York shirtwaist workers’ strike and becoming a key figure in the early 20th-century labor movement.
  • B. Ellen Church
    Ellen Church was an American nurse and aviation pioneer recognized as the world’s first female flight attendant.
  • C. Florence Bates
    Florence Bates was an American character actress known for her memorable supporting roles in classic Hollywood films of the 1940s and 1950s.
  • D. May Wolf Reuther
    May Wolf Reuther was the wife and close partner of influential American labor leader Walter Reuther, supporting his work in the United Auto Workers and broader social justice movements.
  • E. Katherine Tupper Brown
    Katherine Tupper Brown was an American woman best known as the wife of U.S. Army General and statesman George C. Marshall, supporting his military and diplomatic career during and after World War II.
  • 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: Grace Stamper
Triple: [Liv Tyler, notableRole, Grace Stamper]
Generated description
Grace Stamper is the daughter of a deep-core driller and the romantic interest of an astronaut trainee in the 1998 science fiction disaster film "Armageddon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grace Stamper
Target entity description: Grace Stamper is the daughter of a deep-core driller and the romantic interest of an astronaut trainee in the 1998 science fiction disaster film "Armageddon."
  • A. Clara Lemlich
    Clara Lemlich was a Ukrainian-born American labor organizer and suffragist best known for leading the 1909 New York shirtwaist workers’ strike and becoming a key figure in the early 20th-century labor movement.
  • B. Ellen Church
    Ellen Church was an American nurse and aviation pioneer recognized as the world’s first female flight attendant.
  • C. Florence Bates
    Florence Bates was an American character actress known for her memorable supporting roles in classic Hollywood films of the 1940s and 1950s.
  • D. May Wolf Reuther
    May Wolf Reuther was the wife and close partner of influential American labor leader Walter Reuther, supporting his work in the United Auto Workers and broader social justice movements.
  • E. Katherine Tupper Brown
    Katherine Tupper Brown was an American woman best known as the wife of U.S. Army General and statesman George C. Marshall, supporting his military and diplomatic career during and after World War II.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbef1f8c0819084da6002035bbf93 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da786e48190896cae8fdcee3d83 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.