Triple
T14705345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natchitoches Micropolitan Statistical Area |
E345415
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States micropolitan statistical areas
United States micropolitan statistical areas are officially designated regions centered on smaller urban cores that serve as important local hubs for population, commerce, and services across the country.
|
E1116122
|
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: United States micropolitan statistical areas | Statement: [Natchitoches Micropolitan Statistical Area, partOf, United States micropolitan statistical areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States micropolitan statistical areas Context triple: [Natchitoches Micropolitan Statistical Area, partOf, United States micropolitan statistical areas]
-
A.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
B.
U.S. metropolitan areas
U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
-
C.
Minden micropolitan area
The Minden micropolitan area is a small urban region in northwestern Louisiana centered around the city of Minden, forming part of the broader Ark-La-Tex economic and cultural region.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
- 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: United States micropolitan statistical areas Triple: [Natchitoches Micropolitan Statistical Area, partOf, United States micropolitan statistical areas]
Generated description
United States micropolitan statistical areas are officially designated regions centered on smaller urban cores that serve as important local hubs for population, commerce, and services across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States micropolitan statistical areas Target entity description: United States micropolitan statistical areas are officially designated regions centered on smaller urban cores that serve as important local hubs for population, commerce, and services across the country.
-
A.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
B.
U.S. metropolitan areas
U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
-
C.
Minden micropolitan area
The Minden micropolitan area is a small urban region in northwestern Louisiana centered around the city of Minden, forming part of the broader Ark-La-Tex economic and cultural region.
-
D.
Sterling Micropolitan Statistical Area
The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
-
E.
State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb6086c608190a66c64e23a3e002f |
completed | April 14, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf087ce8c819081a7186df67bcf1f |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf2a63cc88190b3670378c54c96b6 |
completed | May 8, 2026, 2:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf31fcb4081908a88cf4d4c5ddced |
completed | May 8, 2026, 2:28 p.m. |
Created at: April 10, 2026, 1:28 a.m.