Triple
T17174744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | METRO local bus network |
E416829
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
METRO curb2curb service
METRO curb2curb service is an on-demand, shared-ride public transit option that connects riders within designated zones to the broader METRO bus network.
|
E1254520
|
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: METRO curb2curb service | Statement: [METRO local bus network, integratesWith, METRO curb2curb service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: METRO curb2curb service Context triple: [METRO local bus network, integratesWith, METRO curb2curb service]
-
A.
Cloudflare Magic Transit
Cloudflare Magic Transit is a network security and performance service that protects and accelerates on-premise and hybrid network infrastructure by routing traffic through Cloudflare’s global Anycast network.
-
B.
METRO Park & Ride services
METRO Park & Ride services are Houston’s commuter bus facilities and routes that allow suburban riders to park their vehicles and connect to METRORail and other transit options for travel into the city.
-
C.
MobilityLink
MobilityLink is the Maryland Transit Administration’s specialized paratransit service providing door-to-door transportation for people with disabilities who cannot use fixed-route transit.
-
D.
Cities Area Transit
Cities Area Transit is the public bus transportation system serving the Greater Grand Forks metropolitan area in North Dakota and Minnesota.
-
E.
Transport Focus
Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
- 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: METRO curb2curb service Triple: [METRO local bus network, integratesWith, METRO curb2curb service]
Generated description
METRO curb2curb service is an on-demand, shared-ride public transit option that connects riders within designated zones to the broader METRO bus network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: METRO curb2curb service Target entity description: METRO curb2curb service is an on-demand, shared-ride public transit option that connects riders within designated zones to the broader METRO bus network.
-
A.
Cloudflare Magic Transit
Cloudflare Magic Transit is a network security and performance service that protects and accelerates on-premise and hybrid network infrastructure by routing traffic through Cloudflare’s global Anycast network.
-
B.
METRO Park & Ride services
METRO Park & Ride services are Houston’s commuter bus facilities and routes that allow suburban riders to park their vehicles and connect to METRORail and other transit options for travel into the city.
-
C.
MobilityLink
MobilityLink is the Maryland Transit Administration’s specialized paratransit service providing door-to-door transportation for people with disabilities who cannot use fixed-route transit.
-
D.
Cities Area Transit
Cities Area Transit is the public bus transportation system serving the Greater Grand Forks metropolitan area in North Dakota and Minnesota.
-
E.
Transport Focus
Transport Focus is an independent watchdog organization in Great Britain that represents the interests of transport users, particularly rail, bus, and road passengers, by monitoring services and advocating for improvements.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0c329081909f118bd4b7be8653 |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148435f6081909bfc6cc1ef59d971 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a4fdcf081908be68b1eda2066df |
completed | May 11, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014adf25808190ad712fbd7560e91d |
completed | May 11, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:37 a.m.