Triple
T17675909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TDD |
E440641
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Kent Beck |
—
|
NE NERFINISHED |
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: Kent Beck | Statement: [TDD, introducedBy, Kent Beck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kent Beck Context triple: [TDD, introducedBy, Kent Beck]
-
A.
Kent Beck
chosen
Kent Beck is an influential American software engineer and author, best known as a pioneer of Extreme Programming, Test-Driven Development, and modern agile software practices.
-
B.
Jim Weirich
Jim Weirich was an influential American software developer and speaker best known in the Ruby community for his contributions to open-source tools and his work in promoting clean code practices.
-
C.
Alan Cooper
Alan Cooper is an American singer best known as an original member of the doo-wop rock and roll revival group Sha Na Na.
-
D.
Kent McCord
Kent McCord is an American actor best known for his role as Officer Jim Reed on the television series "Adam-12."
-
E.
Andrew Hunt
Andrew Hunt is a prominent software developer and author best known for co-writing the influential book "The Pragmatic Programmer."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6cca54819094ea0bed1517724e |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 10 a.m.