Triple
T8183082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wichita County, Kansas |
E191114
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Marlborough, Kansas
Marlborough, Kansas is an unincorporated rural community located in Wichita County in western Kansas, United States.
|
E758733
|
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: Marlborough, Kansas | Statement: [Wichita County, Kansas, hasCommunity, Marlborough, Kansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough, Kansas Context triple: [Wichita County, Kansas, hasCommunity, Marlborough, Kansas]
-
A.
Marquette, Kansas
Marquette, Kansas is a small rural city in central Kansas known for its historic downtown and proximity to the Smoky Valley scenic area.
-
B.
Kimball, Kansas
Kimball, Kansas is a small unincorporated community located in Neosho County in southeastern Kansas.
-
C.
Milford, Kansas
Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
-
D.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
-
E.
Belvue, Kansas
Belvue, Kansas is a small rural city in Pottawatomie County that functions as part of the greater Manhattan, Kansas regional community.
- 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: Marlborough, Kansas Triple: [Wichita County, Kansas, hasCommunity, Marlborough, Kansas]
Generated description
Marlborough, Kansas is an unincorporated rural community located in Wichita County in western Kansas, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough, Kansas Target entity description: Marlborough, Kansas is an unincorporated rural community located in Wichita County in western Kansas, United States.
-
A.
Marquette, Kansas
Marquette, Kansas is a small rural city in central Kansas known for its historic downtown and proximity to the Smoky Valley scenic area.
-
B.
Kimball, Kansas
Kimball, Kansas is a small unincorporated community located in Neosho County in southeastern Kansas.
-
C.
Milford, Kansas
Milford, Kansas is a small city in Geary County best known for its proximity to Milford Lake, the largest lake in Kansas.
-
D.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
-
E.
Belvue, Kansas
Belvue, Kansas is a small rural city in Pottawatomie County that functions as part of the greater Manhattan, Kansas regional community.
- 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c4f4ef88190ad346edad14b67ee |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6e5358888190ad1b5771ca00a097 |
completed | April 3, 2026, 7:37 a.m. |
| NEDg | Description generation | batch_69cf7041b6bc81909924d1382b756746 |
completed | April 3, 2026, 7:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf714f22c48190a192c6fc32debfd6 |
completed | April 3, 2026, 7:50 a.m. |
Created at: March 30, 2026, 5:41 p.m.