Triple

T18021466
Position Surface form Disambiguated ID Type / Status
Subject Waiting for the Miracle E431125 entity
Predicate producer P490 FINISHED
Object Leanne Ungar
Leanne Ungar is a Grammy-winning American record producer and audio engineer best known for her long-term collaboration with Leonard Cohen and work on numerous acclaimed folk and rock albums.
E1301613 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: Leanne Ungar | Statement: [Waiting for the Miracle, producer, Leanne Ungar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leanne Ungar
Context triple: [Waiting for the Miracle, producer, Leanne Ungar]
  • A. Leigh-Anne Csuhany
    Leigh-Anne Csuhany is best known as the former wife of American actor and comedian Kelsey Grammer.
  • B. Sharona Fleming
    Sharona Fleming is a fictional nurse and assertive personal assistant to detective Adrian Monk on the television series "Monk."
  • C. Angela Reide
    Angela Reide is the central protagonist of "The Division," around whom the story’s key events and character dynamics revolve.
  • D. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • E. Risa Zaitschek
    Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
  • 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: Leanne Ungar
Triple: [Waiting for the Miracle, producer, Leanne Ungar]
Generated description
Leanne Ungar is a Grammy-winning American record producer and audio engineer best known for her long-term collaboration with Leonard Cohen and work on numerous acclaimed folk and rock albums.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leanne Ungar
Target entity description: Leanne Ungar is a Grammy-winning American record producer and audio engineer best known for her long-term collaboration with Leonard Cohen and work on numerous acclaimed folk and rock albums.
  • A. Leigh-Anne Csuhany
    Leigh-Anne Csuhany is best known as the former wife of American actor and comedian Kelsey Grammer.
  • B. Sharona Fleming
    Sharona Fleming is a fictional nurse and assertive personal assistant to detective Adrian Monk on the television series "Monk."
  • C. Angela Reide
    Angela Reide is the central protagonist of "The Division," around whom the story’s key events and character dynamics revolve.
  • D. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • E. Risa Zaitschek
    Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b9c299c48190b0cceecf77cb6de9 completed April 19, 2026, 11:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034328fef08190a3f78f8bee859d24 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a03447c0530819082d554592eec03ca completed May 12, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a034552e424819087b23bcf3f688523 completed May 12, 2026, 3:20 p.m.
Created at: April 10, 2026, 10:24 a.m.