Triple
T13765843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsVillage |
P4011
|
FINISHED |
| Object |
Lawton, Michigan
Lawton, Michigan is a small village in Van Buren County known for its agricultural roots and proximity to the Kalamazoo-Portage urban area.
|
E1512408
|
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: Lawton, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsVillage, Lawton, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawton, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsVillage, Lawton, Michigan]
-
A.
Lewiston, Michigan
Lewiston, Michigan is a small unincorporated community and census-designated place in northern Michigan known for its lakes, forests, and outdoor recreation.
-
B.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Hartford, Michigan
Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
-
E.
Fremont, Michigan
Fremont, Michigan is a small city in western Michigan known as the birthplace of Gerber Products Company and a center of the baby food industry.
- 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: Lawton, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsVillage, Lawton, Michigan]
Generated description
Lawton, Michigan is a small village in Van Buren County known for its agricultural roots and proximity to the Kalamazoo-Portage urban area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawton, Michigan Target entity description: Lawton, Michigan is a small village in Van Buren County known for its agricultural roots and proximity to the Kalamazoo-Portage urban area.
-
A.
Lewiston, Michigan
Lewiston, Michigan is a small unincorporated community and census-designated place in northern Michigan known for its lakes, forests, and outdoor recreation.
-
B.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Hartford, Michigan
Hartford, Michigan is a small city in southwestern Michigan known for its rural character, agricultural surroundings, and proximity to major regional transportation routes.
-
E.
Fremont, Michigan
Fremont, Michigan is a small city in western Michigan known as the birthplace of Gerber Products Company and a center of the baby food industry.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0227f2c48190983ccc9395e4e7a2 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a6d6015e081909fea513c07e31ac4 |
completed | May 18, 2026, 1:37 a.m. |
| NEDg | Description generation | batch_6a0a6ebd63888190a21c3d4907b5c38a |
completed | May 18, 2026, 1:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a6f3de2e88190824c9cc266c7ee8c |
completed | May 18, 2026, 1:45 a.m. |
Created at: April 9, 2026, 10:10 p.m.