Triple

T12223075
Position Surface form Disambiguated ID Type / Status
Subject Betty Lou Keim E291269 entity
Predicate spouse P13 FINISHED
Object Warren Berlinger
Warren Berlinger was an American character actor known for his work in film, television, and stage from the 1950s onward.
E991348 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: Warren Berlinger | Statement: [Betty Lou Keim, spouse, Warren Berlinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warren Berlinger
Context triple: [Betty Lou Keim, spouse, Warren Berlinger]
  • A. Donald Ressler
    Donald Ressler is a principled and by-the-book FBI agent who becomes a central figure in the task force pursuing Raymond "Red" Reddington in the TV series "The Blacklist."
  • B. Richard Haldeman
    Richard Haldeman was an American journalist and public relations executive, best known as the father of H. R. Haldeman, President Richard Nixon’s White House Chief of Staff.
  • C. Garrett E. Reisman
    Garrett E. Reisman is an American engineer and former NASA astronaut who flew on multiple Space Shuttle missions and completed a long-duration stay aboard the International Space Station.
  • D. John Stricker
    John Stricker was an American militia officer best known for commanding the Maryland militia at the Battle of North Point during the War of 1812.
  • E. Warren Straub
    Warren Straub is a disaffected, drug-using rich kid in Kenneth Lonergan’s play "This Is Our Youth," whose aimless, anxious energy embodies the confusion and moral drift of privileged New York youth in the 1980s.
  • 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: Warren Berlinger
Triple: [Betty Lou Keim, spouse, Warren Berlinger]
Generated description
Warren Berlinger was an American character actor known for his work in film, television, and stage from the 1950s onward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warren Berlinger
Target entity description: Warren Berlinger was an American character actor known for his work in film, television, and stage from the 1950s onward.
  • A. Donald Ressler
    Donald Ressler is a principled and by-the-book FBI agent who becomes a central figure in the task force pursuing Raymond "Red" Reddington in the TV series "The Blacklist."
  • B. Richard Haldeman
    Richard Haldeman was an American journalist and public relations executive, best known as the father of H. R. Haldeman, President Richard Nixon’s White House Chief of Staff.
  • C. Garrett E. Reisman
    Garrett E. Reisman is an American engineer and former NASA astronaut who flew on multiple Space Shuttle missions and completed a long-duration stay aboard the International Space Station.
  • D. John Stricker
    John Stricker was an American militia officer best known for commanding the Maryland militia at the Battle of North Point during the War of 1812.
  • E. Warren Straub
    Warren Straub is a disaffected, drug-using rich kid in Kenneth Lonergan’s play "This Is Our Youth," whose aimless, anxious energy embodies the confusion and moral drift of privileged New York youth in the 1980s.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6555903b08190a8c70bf7eda47dff completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 9:51 p.m.