Triple
T4416382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Knuth–Morris–Pratt algorithm |
E94984
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Vaughan Pratt
Vaughan Pratt is a computer scientist known for his contributions to algorithms and formal methods, including co-developing the Knuth–Morris–Pratt string-searching algorithm.
|
E437485
|
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: Vaughan Pratt | Statement: [Knuth–Morris–Pratt algorithm, namedAfter, Vaughan Pratt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaughan Pratt Context triple: [Knuth–Morris–Pratt algorithm, namedAfter, Vaughan Pratt]
-
A.
Martin Davis
Martin Davis was an American mathematician and logician renowned for his foundational work in computability theory and the Entscheidungsproblem, including contributions to the Davis–Putnam algorithm.
-
B.
Oren Patashnik
Oren Patashnik is a computer scientist best known for coauthoring the influential textbook "Concrete Mathematics" and for creating the BibTeX reference management tool used with LaTeX.
-
C.
Dana Scott
Dana Scott is an American logician and mathematician renowned for his foundational work in domain theory, model theory, and the semantics of programming languages, for which he received the Turing Award.
-
D.
Gerard J. Holzmann
Gerard J. Holzmann is a computer scientist best known for creating the SPIN model checker and for his influential work in formal verification and software reliability.
-
E.
Gordon Plotkin
Gordon Plotkin is a British computer scientist renowned for his foundational contributions to programming language semantics and domain theory.
- 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: Vaughan Pratt Triple: [Knuth–Morris–Pratt algorithm, namedAfter, Vaughan Pratt]
Generated description
Vaughan Pratt is a computer scientist known for his contributions to algorithms and formal methods, including co-developing the Knuth–Morris–Pratt string-searching algorithm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaughan Pratt Target entity description: Vaughan Pratt is a computer scientist known for his contributions to algorithms and formal methods, including co-developing the Knuth–Morris–Pratt string-searching algorithm.
-
A.
Martin Davis
Martin Davis was an American mathematician and logician renowned for his foundational work in computability theory and the Entscheidungsproblem, including contributions to the Davis–Putnam algorithm.
-
B.
Oren Patashnik
Oren Patashnik is a computer scientist best known for coauthoring the influential textbook "Concrete Mathematics" and for creating the BibTeX reference management tool used with LaTeX.
-
C.
Dana Scott
Dana Scott is an American logician and mathematician renowned for his foundational work in domain theory, model theory, and the semantics of programming languages, for which he received the Turing Award.
-
D.
Gerard J. Holzmann
Gerard J. Holzmann is a computer scientist best known for creating the SPIN model checker and for his influential work in formal verification and software reliability.
-
E.
Gordon Plotkin
Gordon Plotkin is a British computer scientist renowned for his foundational contributions to programming language semantics and domain theory.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551afb448190a2ce2000193808ac |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f61b56a8819099b5302f1b53f76d |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f709063c81909334a5b21da99c22 |
completed | March 15, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7887cb08190bf498eefc3627bfa |
completed | March 15, 2026, 12:04 a.m. |
Created at: March 12, 2026, 11:29 p.m.