Triple
T7077808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MassDOT Office of Transportation Planning |
E164864
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Metropolitan Planning Organizations in Massachusetts
Metropolitan Planning Organizations in Massachusetts are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
|
E640921
|
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 in Massachusetts | Statement: [MassDOT Office of Transportation Planning, collaboratesWith, Metropolitan Planning Organizations in Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metropolitan Planning Organizations in Massachusetts Context triple: [MassDOT Office of Transportation Planning, collaboratesWith, Metropolitan Planning Organizations in Massachusetts]
-
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.
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.
-
C.
Metropolitan Planning Organizations in Northern California
Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
-
D.
Metropolitan Planning Organizations in Texas
Metropolitan Planning Organizations in Texas are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
E.
MassDOT Office of Transportation Planning
The MassDOT Office of Transportation Planning is a division of the Massachusetts Department of Transportation responsible for statewide transportation planning, policy development, and coordination across modes such as highways, transit, rail, and bicycle and pedestrian networks.
- 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 in Massachusetts Triple: [MassDOT Office of Transportation Planning, collaboratesWith, Metropolitan Planning Organizations in Massachusetts]
Generated description
Metropolitan Planning Organizations in Massachusetts are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metropolitan Planning Organizations in Massachusetts Target entity description: Metropolitan Planning Organizations in Massachusetts are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
-
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.
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.
-
C.
Metropolitan Planning Organizations in Northern California
Metropolitan Planning Organizations in Northern California are regional transportation planning agencies that coordinate long-range transit, land use, and infrastructure strategies across multiple jurisdictions in the northern part of the state.
-
D.
Metropolitan Planning Organizations in Texas
Metropolitan Planning Organizations in Texas are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
E.
MassDOT Office of Transportation Planning
The MassDOT Office of Transportation Planning is a division of the Massachusetts Department of Transportation responsible for statewide transportation planning, policy development, and coordination across modes such as highways, transit, rail, and bicycle and pedestrian networks.
- 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_69c6887cbc6c8190bdfac42d940f4d8a |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4ee29288190a9a3fa7a6c713d8f |
completed | March 27, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7946dbf048190a6307fefeb1dd6a9 |
completed | March 28, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69c7955aefdc8190ab38d93097502ec1 |
completed | March 28, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c795beba2c8190983f871c42f9b72e |
completed | March 28, 2026, 8:47 a.m. |
Created at: March 27, 2026, 2:40 p.m.