Triple
T842615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phoenix metropolitan area |
E18208
|
entity |
| Predicate | hasRegionalPlanningOrganization |
P20557
|
FINISHED |
| Object |
Maricopa Association of Governments
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
|
E100488
|
NE FINISHED |
How this triple was built (5 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: Maricopa Association of Governments | Statement: [Phoenix metropolitan area, hasRegionalPlanningOrganization, Maricopa Association of Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Association of Governments Context triple: [Phoenix metropolitan area, hasRegionalPlanningOrganization, Maricopa Association of Governments]
-
A.
San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
-
B.
Valley Metro
Valley Metro is the regional public transportation system serving the Phoenix metropolitan area, operating bus, light rail, and paratransit services.
-
C.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
D.
Metropolitan Council
The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
-
E.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
- 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: Maricopa Association of Governments Triple: [Phoenix metropolitan area, hasRegionalPlanningOrganization, Maricopa Association of Governments]
Generated description
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa Association of Governments Target entity description: The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
-
A.
San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
-
B.
Valley Metro
Valley Metro is the regional public transportation system serving the Phoenix metropolitan area, operating bus, light rail, and paratransit services.
-
C.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
D.
Metropolitan Council
The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
-
E.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRegionalPlanningOrganization Context triple: [Phoenix metropolitan area, hasRegionalPlanningOrganization, Maricopa Association of Governments]
-
A.
hasRegionalCommission
Indicates that an entity is associated with, overseen by, or falls under the jurisdiction of a specific regional commission.
-
B.
hasLocalGovernmentBody
Indicates that an entity is administered or overseen by a specific local government authority or governing body.
-
C.
hasRegionalRole
Indicates that an entity holds a specific role, function, or responsibility within a defined geographic region.
-
D.
hasMunicipalGovernment
Indicates that an entity is administered or governed by a municipal-level governmental authority.
-
E.
hasRegion
Indicates that an entity includes, contains, or is associated with a specific geographic or administrative region as part of its scope or structure.
- F. None of above. chosen
Provenance (7 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_69a4938b04208190b82e1df6b572c548 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abe8a0bc81909b54af465e67be1f |
completed | March 1, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7929a91088190bef474424bde527c |
completed | March 4, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a793609f148190b191c1d77cad0c80 |
completed | March 4, 2026, 2:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793d0aac081909acf83bb60fd2a2c |
completed | March 4, 2026, 2:07 a.m. |
| PD | Predicate disambiguation | batch_69a4aa7f396c8190aa8b8dfbe0b4f732 |
completed | March 1, 2026, 9:07 p.m. |
| PDg | Predicate description generation | batch_69a4ab4893e481908632102d240466dc |
completed | March 1, 2026, 9:10 p.m. |
Created at: March 1, 2026, 7:38 p.m.