Triple
T8508378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orange County Transportation Authority |
E201391
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
OC ACCESS
OC ACCESS is a paratransit service in Orange County, California that provides door-to-door transportation for eligible riders with disabilities who cannot use regular fixed-route buses.
|
E739509
|
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: OC ACCESS | Statement: [Orange County Transportation Authority, operates, OC ACCESS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OC ACCESS Context triple: [Orange County Transportation Authority, operates, OC ACCESS]
-
A.
Access
Access is Microsoft's desktop database management system that enables users to create, manage, and analyze relational databases through a graphical interface and integrated tools.
-
B.
ACSES
ACSES (Advanced Civil Speed Enforcement System) is a positive train control technology used on U.S. railroads to enforce speed limits and signal compliance, enhancing operational safety.
-
C.
OACC
OACC is a community-based cultural organization in Oakland, California that promotes and celebrates Asian and Pacific Islander arts, heritage, and education through performances, exhibitions, and programs.
-
D.
School of Access
The School of Access is an academic division at Camosun College that focuses on preparatory, upgrading, and access-oriented programs to help students transition into further education or employment.
-
E.
OCCA
OCCA is the acronym for the Oklahoma Court of Criminal Appeals, the highest state court in Oklahoma for criminal cases.
- 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: OC ACCESS Triple: [Orange County Transportation Authority, operates, OC ACCESS]
Generated description
OC ACCESS is a paratransit service in Orange County, California that provides door-to-door transportation for eligible riders with disabilities who cannot use regular fixed-route buses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OC ACCESS Target entity description: OC ACCESS is a paratransit service in Orange County, California that provides door-to-door transportation for eligible riders with disabilities who cannot use regular fixed-route buses.
-
A.
Access
Access is Microsoft's desktop database management system that enables users to create, manage, and analyze relational databases through a graphical interface and integrated tools.
-
B.
ACSES
ACSES (Advanced Civil Speed Enforcement System) is a positive train control technology used on U.S. railroads to enforce speed limits and signal compliance, enhancing operational safety.
-
C.
OACC
OACC is a community-based cultural organization in Oakland, California that promotes and celebrates Asian and Pacific Islander arts, heritage, and education through performances, exhibitions, and programs.
-
D.
School of Access
The School of Access is an academic division at Camosun College that focuses on preparatory, upgrading, and access-oriented programs to help students transition into further education or employment.
-
E.
OCCA
OCCA is the acronym for the Oklahoma Court of Criminal Appeals, the highest state court in Oklahoma for criminal cases.
- 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5df74e8819086b1445cc907e371 |
completed | March 31, 2026, 3:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e37b0548190908632fd167efac1 |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce5245c69c8190a2cd9a23954872e5 |
completed | April 2, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce52d5c264819098e20971a8093acf |
completed | April 2, 2026, 11:28 a.m. |
Created at: March 30, 2026, 6:15 p.m.