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.