Triple
T14793153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Design by Contract |
E347705
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Spec# |
E440617
|
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: Spec# | Statement: [Design by Contract, influenced, Spec#]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spec# Context triple: [Design by Contract, influenced, Spec#]
-
A.
Spec#
chosen
Spec# is a formally specified, contract-based extension of the C# programming language designed to support program verification and static checking of code correctness.
-
B.
Matz
Matz is the nickname of Yukihiro Matsumoto, the Japanese software engineer best known as the creator of the Ruby programming language.
-
C.
Specimen
Specimen is a British post-punk and goth rock band formed in the early 1980s, known for its flamboyant style and association with London’s Batcave club scene.
-
D.
Shoulda
Shoulda is a song by the American rock band Extreme, featured on their album "Extreme Behavior."
-
E.
MSpec
MSpec (Machine.Specifications) is a behavior-driven development testing framework for .NET that focuses on writing human-readable, specification-style tests.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decd5ec43c8190ad7a10a556519bb0 |
completed | April 14, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24bea4408190975f4856cc02580e |
completed | May 8, 2026, 6 p.m. |
Created at: April 10, 2026, 1:31 a.m.