Triple
T759898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wamego, Kansas, United States |
E16043
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object |
Manhattan, Kansas Metropolitan Statistical Area
The Manhattan, Kansas Metropolitan Statistical Area is a regional urban and economic hub in northeastern Kansas centered on the city of Manhattan and encompassing surrounding communities such as Wamego.
|
E108768
|
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: Manhattan, Kansas Metropolitan Statistical Area | Statement: [Wamego, Kansas, United States, partOfMetropolitanArea, Manhattan, Kansas Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manhattan, Kansas Metropolitan Statistical Area Context triple: [Wamego, Kansas, United States, partOfMetropolitanArea, Manhattan, Kansas Metropolitan Statistical Area]
-
A.
Kansas City, Kansas
Kansas City, Kansas is a city in northeastern Kansas that forms part of the Kansas City metropolitan area across the state line from Kansas City, Missouri.
-
B.
Garden City, Kansas
Garden City, Kansas is a small city in southwestern Kansas known as a regional agricultural and commercial hub on the High Plains.
-
C.
Kansas City metropolitan area
The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
-
D.
Overland Park, Kansas
Overland Park, Kansas is a major suburb of Kansas City known for its strong economy, family-friendly neighborhoods, and role as a regional business and commercial hub.
-
E.
Springfield, Kansas
Springfield, Kansas is a small rural community in the U.S. state of Kansas, notable here as the birthplace of Oliver Brown of the landmark Brown v. Board of Education case.
- 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: Manhattan, Kansas Metropolitan Statistical Area Triple: [Wamego, Kansas, United States, partOfMetropolitanArea, Manhattan, Kansas Metropolitan Statistical Area]
Generated description
The Manhattan, Kansas Metropolitan Statistical Area is a regional urban and economic hub in northeastern Kansas centered on the city of Manhattan and encompassing surrounding communities such as Wamego.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manhattan, Kansas Metropolitan Statistical Area Target entity description: The Manhattan, Kansas Metropolitan Statistical Area is a regional urban and economic hub in northeastern Kansas centered on the city of Manhattan and encompassing surrounding communities such as Wamego.
-
A.
Kansas City, Kansas
Kansas City, Kansas is a city in northeastern Kansas that forms part of the Kansas City metropolitan area across the state line from Kansas City, Missouri.
-
B.
Garden City, Kansas
Garden City, Kansas is a small city in southwestern Kansas known as a regional agricultural and commercial hub on the High Plains.
-
C.
Kansas City metropolitan area
The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
-
D.
Overland Park, Kansas
Overland Park, Kansas is a major suburb of Kansas City known for its strong economy, family-friendly neighborhoods, and role as a regional business and commercial hub.
-
E.
Springfield, Kansas
Springfield, Kansas is a small rural community in the U.S. state of Kansas, notable here as the birthplace of Oliver Brown of the landmark Brown v. Board of Education case.
- 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_69a493684ee48190bd43b7c78da4aec8 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a68158508190998da10e69252662 |
completed | March 1, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf4d769c81909eba6cefb241d417 |
completed | March 4, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69a7d1c7e624819095426c813f1a6359 |
completed | March 4, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d2382dd88190b35283df097f3bb3 |
completed | March 4, 2026, 6:33 a.m. |
Created at: March 1, 2026, 7:37 p.m.