Triple
T2092677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agile Software Development, Principles, Patterns, and Practices |
E32704
|
entity |
| Predicate | partOfSeries |
P1761
|
FINISHED |
| Object | Robert C. Martin Series |
E173636
|
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: Robert C. Martin Series | Statement: [Agile Software Development, Principles, Patterns, and Practices, partOfSeries, Robert C. Martin Series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert C. Martin Series Context triple: [Agile Software Development, Principles, Patterns, and Practices, partOfSeries, Robert C. Martin Series]
-
A.
Robert C. Martin series
chosen
The Robert C. Martin series is a collection of influential software engineering books by Robert C. Martin that focus on clean code, agile practices, and professional software craftsmanship.
-
B.
Blackford Oakes novels
The Blackford Oakes novels are a series of Cold War-era spy thrillers following the adventures of an American CIA agent navigating high-stakes international intrigue and political conflict.
-
C.
Black Jack
Black Jack was the famous nickname of U.S. Army General John J. Pershing, the commander of the American Expeditionary Forces in World War I.
-
D.
Foundation Trilogy
The Foundation Trilogy is Isaac Asimov’s seminal science fiction series chronicling the rise and fall of a galactic empire and the use of psychohistory to guide humanity’s future.
-
E.
The Mystery Series
The Mystery Series is a classic set of British children's detective novels by Enid Blyton, following a group of young sleuths as they solve puzzling crimes and mysteries.
- 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_69ae2748f09c81908d471b02a185ec1e |
completed | March 9, 2026, 1:50 a.m. |
Created at: March 4, 2026, 7:43 p.m.