Triple

T13004962
Position Surface form Disambiguated ID Type / Status
Subject Clueless (stage musical) E322261 entity
Predicate director P255 FINISHED
Object Kristin Hanggi
Kristin Hanggi is an American theatre director best known for her work on Broadway and Off-Broadway musicals, including the hit show "Rock of Ages."
E1032351 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: Kristin Hanggi | Statement: [Clueless (stage musical), director, Kristin Hanggi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kristin Hanggi
Context triple: [Clueless (stage musical), director, Kristin Hanggi]
  • A. Lisa Eilbacher
    Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
  • B. Kristin Westphalen
    Kristin Westphalen is a central character in the science fiction TV series "seaQuest DSV," serving as the submarine's chief medical officer and science advisor.
  • C. Christine Kaufmann
    Christine Kaufmann was a German-Austrian actress and author who gained international fame as a child star and later became known for her work in European cinema and television.
  • D. Lisa Brühlmann
    Lisa Brühlmann is a Swiss film and television director and screenwriter known for her work on acclaimed series such as "The Girl Before" and "Killing Eve."
  • E. Krista Neumann
    Krista Neumann is an American actress, writer, and television producer known for her work on series such as "Silver Spoons" and "The Neighbors."
  • 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: Kristin Hanggi
Triple: [Clueless (stage musical), director, Kristin Hanggi]
Generated description
Kristin Hanggi is an American theatre director best known for her work on Broadway and Off-Broadway musicals, including the hit show "Rock of Ages."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kristin Hanggi
Target entity description: Kristin Hanggi is an American theatre director best known for her work on Broadway and Off-Broadway musicals, including the hit show "Rock of Ages."
  • A. Lisa Eilbacher
    Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
  • B. Kristin Westphalen
    Kristin Westphalen is a central character in the science fiction TV series "seaQuest DSV," serving as the submarine's chief medical officer and science advisor.
  • C. Christine Kaufmann
    Christine Kaufmann was a German-Austrian actress and author who gained international fame as a child star and later became known for her work in European cinema and television.
  • D. Lisa Brühlmann
    Lisa Brühlmann is a Swiss film and television director and screenwriter known for her work on acclaimed series such as "The Girl Before" and "Killing Eve."
  • E. Krista Neumann
    Krista Neumann is an American actress, writer, and television producer known for her work on series such as "Silver Spoons" and "The Neighbors."
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f716b885708190b6c38c481fa9ca21 completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 8:48 p.m.