Triple
T16093513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | produces |
P490
|
FINISHED |
| Object | Metropolitan Transportation Plan |
E608938
|
NE 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: Metropolitan Transportation Plan | Statement: [Metropolitan Planning Organizations in Texas, produces, Metropolitan Transportation Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metropolitan Transportation Plan Context triple: [Metropolitan Planning Organizations in Texas, produces, Metropolitan Transportation Plan]
-
A.
Metropolitan Transportation Plan
chosen
The Metropolitan Transportation Plan is a long-range, comprehensive blueprint that guides future transportation investments and policies for the Warner Robins metropolitan area.
-
B.
Metropolitan Transit System
The Metropolitan Transit System is the primary public transportation agency serving the San Diego region, operating buses, trolleys, and related transit services.
-
C.
Transit Systems
Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
-
D.
Measure R transportation projects
Measure R transportation projects are a suite of Los Angeles County transit and highway improvements funded by a voter-approved sales tax increase to expand and modernize the region’s transportation infrastructure.
-
E.
Union Station area plan
The Union Station area plan is an urban design and development blueprint focused on organizing and improving the surroundings of Washington, D.C.’s Union Station as part of the broader McMillan Plan’s vision for the capital.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1859196808190ae30b4f7c1641eed |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb973c88819091fe284420088e7e |
completed | May 10, 2026, 2:21 a.m. |
Created at: April 10, 2026, 4:59 a.m.