Triple
T8837642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford County, Kansas |
E210305
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
St. John, Kansas
St. John, Kansas is a small city in central Kansas known for serving as the administrative and commercial hub of Stafford County.
|
E792290
|
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: St. John, Kansas | Statement: [Stafford County, Kansas, countySeat, St. John, Kansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. John, Kansas Context triple: [Stafford County, Kansas, countySeat, St. John, Kansas]
-
A.
Thayer, Kansas
Thayer, Kansas is a small rural city located in Neosho County in southeastern Kansas, known for its agricultural surroundings and small-town community.
-
B.
De Soto, Kansas
De Soto, Kansas is a small city in northeastern Kansas that forms part of the Kansas City metropolitan area.
-
C.
Kimball, Kansas
Kimball, Kansas is a small unincorporated community located in Neosho County in southeastern Kansas.
-
D.
Humboldt, Kansas
Humboldt, Kansas is a small historic city in Allen County known for its 19th-century roots, role in the Civil War era, and location along the Neosho River in southeastern Kansas.
-
E.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
- 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: St. John, Kansas Triple: [Stafford County, Kansas, countySeat, St. John, Kansas]
Generated description
St. John, Kansas is a small city in central Kansas known for serving as the administrative and commercial hub of Stafford County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. John, Kansas Target entity description: St. John, Kansas is a small city in central Kansas known for serving as the administrative and commercial hub of Stafford County.
-
A.
Thayer, Kansas
Thayer, Kansas is a small rural city located in Neosho County in southeastern Kansas, known for its agricultural surroundings and small-town community.
-
B.
De Soto, Kansas
De Soto, Kansas is a small city in northeastern Kansas that forms part of the Kansas City metropolitan area.
-
C.
Kimball, Kansas
Kimball, Kansas is a small unincorporated community located in Neosho County in southeastern Kansas.
-
D.
Humboldt, Kansas
Humboldt, Kansas is a small historic city in Allen County known for its 19th-century roots, role in the Civil War era, and location along the Neosho River in southeastern Kansas.
-
E.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606adde08190825dbdabd199c025 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e2df0a988190a23a87dff30af98f |
completed | April 4, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69d0e502b68081909a9f9476421ba9b5 |
completed | April 4, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e5af7360819096c6295de0ce5f32 |
completed | April 4, 2026, 10:19 a.m. |
Created at: March 30, 2026, 6:48 p.m.