Triple
T2074485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langer |
E44890
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Walter Langer
Walter Langer was an American psychoanalyst best known for authoring a secret psychological profile of Adolf Hitler for the U.S. Office of Strategic Services during World War II.
|
E236361
|
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: Walter Langer | Statement: [Langer, hasNotableBearer, Walter Langer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Langer Context triple: [Langer, hasNotableBearer, Walter Langer]
-
A.
William Langer
William Langer was a prominent American politician who served as both governor of North Dakota and a U.S. senator in the mid-20th century.
-
B.
Stirling Silliphant
Stirling Silliphant was an American screenwriter best known for his prolific work in film and television, including the Oscar-winning screenplay for "In the Heat of the Night."
-
C.
Paul L. Sandberg
Paul L. Sandberg is a film producer known for his work on major Hollywood action films, including entries in the Bourne franchise.
-
D.
Hal B. Wallis
Hal B. Wallis was a prominent American film producer best known for overseeing classic Hollywood films such as "Casablanca" during his long career at Warner Bros. and later as an independent producer.
-
E.
Julius J. Epstein
Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
- 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: Walter Langer Triple: [Langer, hasNotableBearer, Walter Langer]
Generated description
Walter Langer was an American psychoanalyst best known for authoring a secret psychological profile of Adolf Hitler for the U.S. Office of Strategic Services during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Langer Target entity description: Walter Langer was an American psychoanalyst best known for authoring a secret psychological profile of Adolf Hitler for the U.S. Office of Strategic Services during World War II.
-
A.
William Langer
William Langer was a prominent American politician who served as both governor of North Dakota and a U.S. senator in the mid-20th century.
-
B.
Stirling Silliphant
Stirling Silliphant was an American screenwriter best known for his prolific work in film and television, including the Oscar-winning screenplay for "In the Heat of the Night."
-
C.
Paul L. Sandberg
Paul L. Sandberg is a film producer known for his work on major Hollywood action films, including entries in the Bourne franchise.
-
D.
Hal B. Wallis
Hal B. Wallis was a prominent American film producer best known for overseeing classic Hollywood films such as "Casablanca" during his long career at Warner Bros. and later as an independent producer.
-
E.
Julius J. Epstein
Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba116ea0819086d16c3913159e9e |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae518752148190bd7524872d70da7e |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae521c7810819086b88bb5f062597e |
completed | March 9, 2026, 4:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae52e79c788190bbe6eb5baba08a71 |
completed | March 9, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:41 p.m.