Triple
T2276947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Transportation Statistics |
E50791
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Metropolitan Planning Organizations
Metropolitan Planning Organizations are regional policy and planning bodies in the United States responsible for coordinating long-range transportation planning and investment decisions in urbanized areas.
|
E240822
|
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: Metropolitan Planning Organizations | Statement: [Bureau of Transportation Statistics, cooperatesWith, Metropolitan Planning Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metropolitan Planning Organizations Context triple: [Bureau of Transportation Statistics, cooperatesWith, Metropolitan Planning Organizations]
-
A.
Metropolitan Planning Organizations in New Jersey
Metropolitan Planning Organizations in New Jersey are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
-
B.
Transportation Planning Board
The Transportation Planning Board is the metropolitan planning organization responsible for coordinating regional transportation planning and policy for the greater Washington, D.C. area.
-
C.
Chicago Metropolitan Agency for Planning
The Chicago Metropolitan Agency for Planning is the regional planning organization responsible for long-range land use, transportation, and economic development planning in the greater Chicago area.
-
D.
Metropolitan Planning Organizations in Georgia
Metropolitan Planning Organizations in Georgia are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
E.
Mid-America Regional Council
The Mid-America Regional Council is a regional planning and coordination agency that oversees transportation, development, and cooperative initiatives for the Kansas City metropolitan area.
- 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: Metropolitan Planning Organizations Triple: [Bureau of Transportation Statistics, cooperatesWith, Metropolitan Planning Organizations]
Generated description
Metropolitan Planning Organizations are regional policy and planning bodies in the United States responsible for coordinating long-range transportation planning and investment decisions in urbanized areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metropolitan Planning Organizations Target entity description: Metropolitan Planning Organizations are regional policy and planning bodies in the United States responsible for coordinating long-range transportation planning and investment decisions in urbanized areas.
-
A.
Metropolitan Planning Organizations in New Jersey
chosen
Metropolitan Planning Organizations in New Jersey are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
-
B.
Transportation Planning Board
The Transportation Planning Board is the metropolitan planning organization responsible for coordinating regional transportation planning and policy for the greater Washington, D.C. area.
-
C.
Chicago Metropolitan Agency for Planning
The Chicago Metropolitan Agency for Planning is the regional planning organization responsible for long-range land use, transportation, and economic development planning in the greater Chicago area.
-
D.
Metropolitan Planning Organizations in Georgia
Metropolitan Planning Organizations in Georgia are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
E.
Mid-America Regional Council
The Mid-America Regional Council is a regional planning and coordination agency that oversees transportation, development, and cooperative initiatives for the Kansas City metropolitan area.
- F. None of above.
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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ee22988190b7fa28b0b62e8668 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e2a17081908539717619ad7187 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae75ba1a988190ba59d3ce5e5c39a8 |
completed | March 9, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76246f6c81909a15262d2c4ea975 |
completed | March 9, 2026, 7:26 a.m. |
Created at: March 4, 2026, 7:48 p.m.