Triple
T2092740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Programming Pearls |
E32706
|
entity |
| Predicate | writer |
P1360
|
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, writer, Jon Bentley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jon Bentley Context triple: [Programming Pearls, writer, 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.
Fred Brooks
Fred Brooks was an influential American computer scientist and software engineering pioneer best known for managing IBM’s System/360 project and authoring the classic book "The Mythical Man-Month."
-
C.
John Simon Ritchie
John Simon Ritchie, better known as Sid Vicious, was the bassist of the pioneering English punk rock band the Sex Pistols and an icon of the 1970s punk movement.
-
D.
Alfred V. Aho
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.
-
E.
Guy L. Steele Jr.
Guy L. Steele Jr. is an American computer scientist renowned for his influential work in programming language design, standards, and implementation, including major contributions to Lisp, Scheme, and Java.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba774ca881909f83cf65ffeb24bb |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305aacc08190904a358fc4207075 |
completed | March 9, 2026, 2:28 a.m. |
Created at: March 4, 2026, 7:43 p.m.