Triple
T5230872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Cooperative Highway Research Program |
E118105
|
entity |
| Predicate | researchSelectionProcess |
P126
|
FINISHED |
| Object | governed by AASHTO committees and TRB panels |
—
|
LITERAL 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: governed by AASHTO committees and TRB panels | Statement: [National Cooperative Highway Research Program, researchSelectionProcess, governed by AASHTO committees and TRB panels]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: researchSelectionProcess Context triple: [National Cooperative Highway Research Program, researchSelectionProcess, governed by AASHTO committees and TRB panels]
-
A.
selectionProcess
chosen
Indicates the procedure or set of steps by which one or more options are evaluated and chosen from a larger set of candidates.
-
B.
qualificationProcess
Indicates the process or set of steps through which an entity is evaluated and approved as meeting required qualifications or standards.
-
C.
studiesProcess
Indicates that an entity systematically examines, researches, or learns about a particular process.
-
D.
researchApproach
Indicates the methodological strategy or set of methods used to conduct and structure a research activity or investigation.
-
E.
researchProgram
Indicates that an entity is engaged in, associated with, or part of a structured research initiative or program.
- F. None of above.
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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b0093a88190aba381ba3f761408 |
completed | March 20, 2026, 4:51 p.m. |
| PD | Predicate disambiguation | batch_69bd77bf1ef08190bb3487b3f3ee088c |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.