Triple
T9635233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Programming Pearls |
E232910
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Jon Bentley |
E232910
|
NE FINISHED |
How this triple was built (2 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: Jon Bentley | Statement: [Programming Pearls, author, Jon Bentley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jon Bentley Context triple: [Programming Pearls, author, Jon Bentley]
-
A.
Jon Bentley
chosen
Jon Bentley is a computer scientist and author best known for his influential "Programming Pearls" columns and books on programming techniques and problem solving.
-
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.
Butler Lampson
Butler Lampson is a pioneering computer scientist best known for his foundational work in computer architecture, operating systems, and distributed computing, particularly during his time at Xerox PARC.
-
D.
David L. Parnas
David L. Parnas is a pioneering software engineer and computer scientist best known for introducing key concepts in software modularity and information hiding that shaped modern software engineering.
-
E.
David S. Johnson
David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bcb3a1ec819099c8a222c01c9d65 |
completed | April 5, 2026, 1:36 a.m. |
Created at: March 30, 2026, 8:11 p.m.