Triple
T18224646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Triangle Transit Authority |
E436391
|
entity |
| Predicate | publicTransportAgencyFor |
P111896
|
FINISHED |
| Object | Research Triangle Park |
—
|
NE NERFINISHED |
How this triple was built (3 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: Research Triangle Park | Statement: [Triangle Transit Authority, publicTransportAgencyFor, Research Triangle Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Research Triangle Park Context triple: [Triangle Transit Authority, publicTransportAgencyFor, Research Triangle Park]
-
A.
Research Triangle
The Research Triangle is a major metropolitan region in North Carolina known for its concentration of universities, high-tech research, and innovation-driven industries.
-
B.
Research Triangle Park, North Carolina
chosen
Research Triangle Park, North Carolina is one of the largest and most prominent research and technology parks in the United States, known for hosting numerous high-tech companies, government agencies, and research institutions.
-
C.
North Carolina Research Campus
The North Carolina Research Campus is a scientific research center in Kannapolis that brings together universities, corporations, and healthcare organizations to study nutrition, agriculture, and human health.
-
D.
Raleigh Institute
Raleigh Institute was the original name of what later became Shaw University, a historically Black university in Raleigh, North Carolina.
-
E.
Centennial Campus
Centennial Campus is a primary campus of Pikes Peak State College in Colorado, serving as a central hub for the institution’s academic programs and student services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publicTransportAgencyFor Context triple: [Triangle Transit Authority, publicTransportAgencyFor, Research Triangle Park]
-
A.
publicTransportAuthority
Indicates that one entity serves as the governing or managing authority responsible for overseeing public transportation services related to another entity.
-
B.
publicTransportOperatorFor
chosen
Indicates that one entity operates or manages public transportation services for another entity or area.
-
C.
publicTransportArea
Indicates that a location or region is designated for or associated with public transportation services or facilities.
-
D.
hasPublicTransportAgency
Indicates that a place or transport system is served, managed, or overseen by a specific public transportation agency.
-
E.
formerTransportAuthority
Indicates that an entity previously served as a transport authority for another entity but no longer holds that role.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47e5e8c819095454b6557a5d5a5 |
completed | April 19, 2026, 2:19 p.m. |
| PD | Predicate disambiguation | batch_69e4332336cc8190808b9c70c888ba65 |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:32 a.m.