Triple
T9703461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ardmore micropolitan area |
E234835
|
entity |
| Predicate | containsUrbanCenter |
P11388
|
FINISHED |
| Object | Ardmore, Oklahoma |
E241824
|
NE FINISHED |
How this triple was built (3 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: Ardmore, Oklahoma | Statement: [Ardmore micropolitan area, containsUrbanCenter, Ardmore, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardmore, Oklahoma Context triple: [Ardmore micropolitan area, containsUrbanCenter, Ardmore, Oklahoma]
-
A.
Ardmore, Oklahoma
chosen
Ardmore, Oklahoma is a small city in southern Oklahoma known as a regional commercial and transportation hub between Oklahoma City and Dallas, near Lake Texoma.
-
B.
Stillwater, Oklahoma
Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
-
C.
Ardmore
Ardmore is a suburban community in Pennsylvania's Main Line region, known for its residential neighborhoods, shopping district, and commuter access to Philadelphia.
-
D.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
-
E.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsUrbanCenter Context triple: [Ardmore micropolitan area, containsUrbanCenter, Ardmore, Oklahoma]
-
A.
isUrbanCenter
Indicates that a place functions as a primary, densely developed hub of population, services, and activities within a region.
-
B.
containsUrbanArea
chosen
Indicates that a geographic region fully or partially encompasses an urbanized area within its boundaries.
-
C.
isUrbanCentreFor
Indicates that one place functions as the primary urban hub or central city serving another area or population.
-
D.
majorUrbanCenterIn
Indicates that a city or metropolitan area functions as a primary or significant urban center within the specified region or administrative unit.
-
E.
isUrbanizedAround
Indicates that an area or region has developed urban characteristics or infrastructure surrounding a particular location or feature.
- F. None of above.
Provenance (4 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d73a0148190ad4178fd462cdd9c |
completed | April 1, 2026, 10:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79445b9288190a684184285966fa8 |
completed | April 9, 2026, 11:57 a.m. |
| PD | Predicate disambiguation | batch_69cd03b641408190942464eaf174c6b5 |
completed | April 1, 2026, 11:38 a.m. |
Created at: March 30, 2026, 8:18 p.m.