Triple
T3413939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GPCE |
E71962
|
entity |
| Predicate | hasSubtitle |
P1916
|
FINISHED |
| Object | Generative Programming: Concepts & Experiences |
E355612
|
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: Generative Programming: Concepts & Experiences | Statement: [GPCE, hasSubtitle, Generative Programming: Concepts & Experiences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Generative Programming: Concepts & Experiences Context triple: [GPCE, hasSubtitle, Generative Programming: Concepts & Experiences]
-
A.
Generative Programming: Concepts & Experiences
chosen
Generative Programming: Concepts & Experiences is an academic conference focused on research in generative and component-based software development, programming languages, and software engineering techniques.
-
B.
Partial Evaluation and Program Manipulation
Partial Evaluation and Program Manipulation (PEPM) is a specialized conference and research area in computer science focused on techniques for program transformation, optimization, and analysis through partial evaluation and related methods.
-
C.
ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation
The ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation (PEPM) is a specialized academic venue focusing on research in program transformation, partial evaluation, and related aspects of program analysis and manipulation.
-
D.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
E.
Practical Aspects of Declarative Languages
Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
- 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_69ad85ac312481909e7027ced1456a9f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb927e8d081908a5ab283da93beb2 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546a73988190aeee83c090aa0bcf |
completed | March 13, 2026, 12:03 a.m. |
Created at: March 8, 2026, 3:15 p.m.