Triple
T7414949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DES |
E171105
|
entity |
| Predicate | designersInclude |
P76801
|
FINISHED |
| Object |
Walter Tuchman
Walter Tuchman is a cryptographer best known for his role in the development of the Data Encryption Standard (DES) at IBM.
|
E663908
|
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 Tuchman | Statement: [DES, designersInclude, Walter Tuchman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Tuchman Context triple: [DES, designersInclude, Walter Tuchman]
-
A.
Daniel Boorstin
Daniel Boorstin was an influential American historian, professor, and Librarian of Congress known for his wide-ranging works on American history and culture, including "The Americans" trilogy.
-
B.
Thomas E. Gaddis
Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
-
C.
Barbara Tuchman
Barbara Tuchman was a Pulitzer Prize–winning American historian and author renowned for her narrative histories such as "The Guns of August" and "A Distant Mirror."
-
D.
John W. Blum
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
-
E.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
- 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 Tuchman Triple: [DES, designersInclude, Walter Tuchman]
Generated description
Walter Tuchman is a cryptographer best known for his role in the development of the Data Encryption Standard (DES) at IBM.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Tuchman Target entity description: Walter Tuchman is a cryptographer best known for his role in the development of the Data Encryption Standard (DES) at IBM.
-
A.
Daniel Boorstin
Daniel Boorstin was an influential American historian, professor, and Librarian of Congress known for his wide-ranging works on American history and culture, including "The Americans" trilogy.
-
B.
Thomas E. Gaddis
Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
-
C.
Barbara Tuchman
Barbara Tuchman was a Pulitzer Prize–winning American historian and author renowned for her narrative histories such as "The Guns of August" and "A Distant Mirror."
-
D.
John W. Blum
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
-
E.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
- 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_69c68a618bdc81908d8018edadecd1a4 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f4ec85488190a1f7fb913e0fbe35 |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ee1b48c81909912ff0d7bf2837e |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c81fb91eb88190b6436ace69d44211 |
completed | March 28, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c822f547388190be0879b70542a421 |
completed | March 28, 2026, 6:50 p.m. |
Created at: March 27, 2026, 3:11 p.m.