Triple

T7747391
Position Surface form Disambiguated ID Type / Status
Subject Frasier Crane E175664 entity
Predicate spouse P13 FINISHED
Object Lilith Sternin (ex‑wife)
Lilith Sternin is a highly intelligent, emotionally reserved psychiatrist best known as Frasier Crane’s ex-wife in the television series Cheers and Frasier.
 E686156 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: Lilith Sternin (ex‑wife) | Statement: [Frasier Crane, spouse, Lilith Sternin (ex‑wife)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lilith Sternin (ex‑wife)
Context triple: [Frasier Crane, spouse, Lilith Sternin (ex‑wife)]
  • A. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • B. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • C. Lisa Heinzerling
    Lisa Heinzerling is an American legal scholar and environmental law expert known for her influential work on climate regulation and public health policy.
  • D. Embeth Davidtz
    Embeth Davidtz is a South African-American actress best known for her role as Helen Hirsch in the acclaimed Holocaust drama "Schindler's List."
  • E. Liza Weil
    Liza Weil is an American actress best known for her roles as Paris Geller on "Gilmore Girls" and Bonnie Winterbottom on "How to Get Away with Murder."
  • 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: Lilith Sternin (ex‑wife)
Triple: [Frasier Crane, spouse, Lilith Sternin (ex‑wife)]
Generated description
Lilith Sternin is a highly intelligent, emotionally reserved psychiatrist best known as Frasier Crane’s ex-wife in the television series Cheers and Frasier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lilith Sternin (ex‑wife)
Target entity description: Lilith Sternin is a highly intelligent, emotionally reserved psychiatrist best known as Frasier Crane’s ex-wife in the television series Cheers and Frasier.
  • A. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • B. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • C. Lisa Heinzerling
    Lisa Heinzerling is an American legal scholar and environmental law expert known for her influential work on climate regulation and public health policy.
  • D. Embeth Davidtz
    Embeth Davidtz is a South African-American actress best known for her role as Helen Hirsch in the acclaimed Holocaust drama "Schindler's List."
  • E. Liza Weil
    Liza Weil is an American actress best known for her roles as Paris Geller on "Gilmore Girls" and Bonnie Winterbottom on "How to Get Away with Murder."
  • 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_69c69960b3588190a53aa590d31d9544 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7038caa64819084f61b42a73c2d8b completed March 27, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be50ac4881909b537f513bed2edd completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8bf9e93bc8190a4764967c06de4af completed March 29, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8c01bf3f08190a0071eff2c412e6e completed March 29, 2026, 6:01 a.m.
Created at: March 27, 2026, 4:08 p.m.