Triple
T8837654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford County, Kansas |
E210305
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Stafford, Kansas
Stafford, Kansas is a small rural city in central Kansas that serves as a local community and service hub within Stafford County.
|
E764993
|
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: Stafford, Kansas | Statement: [Stafford County, Kansas, hasCity, Stafford, Kansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford, Kansas Context triple: [Stafford County, Kansas, hasCity, Stafford, Kansas]
-
A.
Strauss, Kansas
Strauss, Kansas is a small unincorporated rural community located in Labette County in southeastern Kansas.
-
B.
Stafford County, Kansas
Stafford County, Kansas is a rural county in central Kansas known for its agricultural landscape and small communities situated along waterways such as the Smoky Hill River.
-
C.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
-
D.
Eskridge, Kansas
Eskridge, Kansas is a small rural city in Wabaunsee County known for its location in the Flint Hills region of the state.
-
E.
Parsons, Kansas
Parsons, Kansas is a small city in Labette County known historically as a regional railroad hub and industrial center in southeastern Kansas.
- 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: Stafford, Kansas Triple: [Stafford County, Kansas, hasCity, Stafford, Kansas]
Generated description
Stafford, Kansas is a small rural city in central Kansas that serves as a local community and service hub within Stafford County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford, Kansas Target entity description: Stafford, Kansas is a small rural city in central Kansas that serves as a local community and service hub within Stafford County.
-
A.
Strauss, Kansas
Strauss, Kansas is a small unincorporated rural community located in Labette County in southeastern Kansas.
-
B.
Stafford County, Kansas
Stafford County, Kansas is a rural county in central Kansas known for its agricultural landscape and small communities situated along waterways such as the Smoky Hill River.
-
C.
St. Marys, Kansas
St. Marys, Kansas is a small city in northeastern Kansas known for its historic Catholic institutions and traditional community character.
-
D.
Eskridge, Kansas
Eskridge, Kansas is a small rural city in Wabaunsee County known for its location in the Flint Hills region of the state.
-
E.
Parsons, Kansas
Parsons, Kansas is a small city in Labette County known historically as a regional railroad hub and industrial center in southeastern Kansas.
- 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_69cfab79954081908c727d0561208f9c |
completed | April 3, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_69cfad8cb9cc81909d4df290c7411898 |
completed | April 3, 2026, 12:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfae0141b48190a443ae181a495bf6 |
completed | April 3, 2026, 12:09 p.m. |
Created at: March 30, 2026, 6:48 p.m.