Triple
T19719541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Willinger |
E473566
|
entity |
| Predicate | hasCoAuthor |
P2389
|
FINISHED |
| Object | Murad S. Taqqu |
—
|
NE NERFINISHED |
How this triple was built (3 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: Murad S. Taqqu | Statement: [Walter Willinger, hasCoAuthor, Murad S. Taqqu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murad S. Taqqu Context triple: [Walter Willinger, hasCoAuthor, Murad S. Taqqu]
-
A.
Don Towsley
Don Towsley is a prominent computer scientist known for his influential contributions to computer networking and performance evaluation.
-
B.
David M. Reed
David M. Reed is an American Episcopal bishop who serves as the diocesan bishop of the Episcopal Diocese of West Texas.
-
C.
Bruce S. Davie
Bruce S. Davie is a computer scientist and networking expert best known for his influential work on computer networks and authorship of widely used textbooks in the field.
-
D.
Larry L. Peterson
Larry L. Peterson is a prominent computer scientist known for his influential research and leadership in computer networking and distributed systems.
-
E.
Robert E. Blahut
Robert E. Blahut is an American electrical engineer and information theorist known for his influential contributions to coding theory, including the Blahut–Arimoto algorithm, and for authoring foundational texts in the field.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murad S. Taqqu Target entity description: Murad S. Taqqu is a mathematician and statistician known for his influential work on long-range dependence, self-similar processes, and their applications in fields such as network traffic modeling.
-
A.
Don Towsley
Don Towsley is a prominent computer scientist known for his influential contributions to computer networking and performance evaluation.
-
B.
David M. Reed
David M. Reed is an American Episcopal bishop who serves as the diocesan bishop of the Episcopal Diocese of West Texas.
-
C.
Bruce S. Davie
Bruce S. Davie is a computer scientist and networking expert best known for his influential work on computer networks and authorship of widely used textbooks in the field.
-
D.
Larry L. Peterson
Larry L. Peterson is a prominent computer scientist known for his influential research and leadership in computer networking and distributed systems.
-
E.
Robert E. Blahut
Robert E. Blahut is an American electrical engineer and information theorist known for his influential contributions to coding theory, including the Blahut–Arimoto algorithm, and for authoring foundational texts in the field.
- F. None of above. chosen
Provenance (2 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64410e5548190b60e13603b6c0053 |
completed | April 20, 2026, 3:19 p.m. |
Created at: April 10, 2026, 1:46 p.m.