Triple
T7666178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dragon Book |
E173627
|
entity |
| Predicate | hasCoauthorOfOtherWorks |
P53734
|
FINISHED |
| Object | Alfred V. Aho |
E178249
|
NE FINISHED |
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: Alfred V. Aho | Statement: [Dragon Book, hasCoauthorOfOtherWorks, Alfred V. Aho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alfred V. Aho Context triple: [Dragon Book, hasCoauthorOfOtherWorks, Alfred V. Aho]
-
A.
Alfred V. Aho
chosen
Alfred V. Aho is a Canadian computer scientist renowned for his foundational contributions to algorithms, programming languages, and compiler design, and as a co-creator of the AWK programming language.
-
B.
Robert W Floyd
Robert W. Floyd was an influential American computer scientist and Turing Award laureate known for his pioneering work in algorithms, formal verification, and programming language semantics.
-
C.
John E. Hopcroft
John E. Hopcroft is an American computer scientist renowned for his foundational contributions to algorithms and automata theory and as a coauthor of the classic textbook "Introduction to Automata Theory, Languages, and Computation."
-
D.
Peter Naur
Peter Naur was a Danish computer scientist and Turing Award laureate best known for his pioneering contributions to programming language design and the development of ALGOL 60.
-
E.
Jay Gruska
Jay Gruska is an American composer and songwriter best known for his extensive television scoring work, including co-composing the music for the series "Supernatural."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCoauthorOfOtherWorks Context triple: [Dragon Book, hasCoauthorOfOtherWorks, Alfred V. Aho]
-
A.
hasCoauthor
Indicates that two or more entities have jointly authored the same work or publication.
-
B.
coAuthorAlsoWrote
chosen
Indicates that a person who is a co-author of one work also wrote another work, linking shared authorship across multiple creations.
-
C.
hasCollaboratedIn
Indicates that two or more entities have worked together on a shared project, task, or activity.
-
D.
hasCoauthorBackground
Indicates that two or more coauthors share a specified background, such as educational, professional, cultural, or experiential context.
-
E.
associatedWithAuthorWork
Indicates a relationship where an author is connected to a work they created, contributed to, or are otherwise credited for.
- F. None of above.
Provenance (4 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7063dab1881909598b04999b8b690 |
completed | March 27, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a2206664819085c6825e63eadd6f |
completed | March 29, 2026, 3:53 a.m. |
| PD | Predicate disambiguation | batch_69c7015f7430819099d3ea2781b7cee2 |
completed | March 27, 2026, 10:14 p.m. |
Created at: March 27, 2026, 4 p.m.