Triple
T574467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SIGPLAN |
E13731
|
entity |
| Predicate | sponsor |
P67
|
FINISHED |
| Object |
GPCE
GPCE (Generative Programming: Concepts & Experiences) is an academic conference focused on research in generative software development, program transformation, and related programming language technologies.
|
E71962
|
NE FINISHED |
How this triple was built (4 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: GPCE | Statement: [SIGPLAN, sponsor, GPCE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GPCE Context triple: [SIGPLAN, sponsor, GPCE]
-
A.
G20
The G20 is an international forum of major advanced and emerging economies that meets to coordinate global economic policy, financial stability, and sustainable development.
-
B.
GOC
GOC is the standardised set of spelling and writing rules used for modern Scottish Gaelic.
-
C.
GPC
GPC is the GNU Pascal Compiler, a free, open-source Pascal compiler that is part of the GNU Compiler Collection (GCC) project.
-
D.
G7
G7 is an intergovernmental forum of seven major advanced economies that coordinates on global economic policy, security, and international issues.
-
E.
GCMG
GCMG is the highest class of the Order of St Michael and St George, a British order of chivalry typically awarded to senior diplomats and officials for distinguished service in foreign affairs or overseas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: GPCE Triple: [SIGPLAN, sponsor, GPCE]
Generated description
GPCE (Generative Programming: Concepts & Experiences) is an academic conference focused on research in generative software development, program transformation, and related programming language technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GPCE Target entity description: GPCE (Generative Programming: Concepts & Experiences) is an academic conference focused on research in generative software development, program transformation, and related programming language technologies.
-
A.
G20
The G20 is an international forum of major advanced and emerging economies that meets to coordinate global economic policy, financial stability, and sustainable development.
-
B.
GOC
GOC is the standardised set of spelling and writing rules used for modern Scottish Gaelic.
-
C.
GPC
GPC is the GNU Pascal Compiler, a free, open-source Pascal compiler that is part of the GNU Compiler Collection (GCC) project.
-
D.
G7
G7 is an intergovernmental forum of seven major advanced economies that coordinates on global economic policy, security, and international issues.
-
E.
GCMG
GCMG is the highest class of the Order of St Michael and St George, a British order of chivalry typically awarded to senior diplomats and officials for distinguished service in foreign affairs or overseas.
- F. None of above. chosen
Provenance (5 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_69a4933fa4d88190a7949cc83c08c5c1 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49b4c23548190a3b883239c7c78c8 |
completed | March 1, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ff4c3df48190a886a8d3c633d417 |
completed | March 2, 2026, 3:09 a.m. |
| NEDg | Description generation | batch_69a4ffcad6e08190938018ade5bc5d67 |
completed | March 2, 2026, 3:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5001de9c481909d43c001028c922c |
completed | March 2, 2026, 3:12 a.m. |
Created at: March 1, 2026, 7:33 p.m.