Triple
T19672764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auburn–Washburn USD 437 |
E472374
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
USD 437
USD 437 is a public school district serving the Auburn–Washburn area near Topeka, Kansas, providing K–12 education to local communities.
|
E1389214
|
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: USD 437 | Statement: [Auburn–Washburn USD 437, abbreviation, USD 437]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USD 437 Context triple: [Auburn–Washburn USD 437, abbreviation, USD 437]
-
A.
USD 457
USD 457 is a public school district serving the Garden City, Kansas area.
-
B.
USD 469
USD 469 is a public school district serving the Lansing, Kansas community and surrounding areas.
-
C.
USD 232
USD 232 is a public school district based in De Soto, Kansas, serving students in De Soto and parts of surrounding communities.
-
D.
USD 253
USD 253 is a public school district serving the Emporia, Kansas area.
-
E.
USD 388
USD 388 is a public school district serving the Ellis, Kansas area, providing K–12 education to local students.
- 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: USD 437 Triple: [Auburn–Washburn USD 437, abbreviation, USD 437]
Generated description
USD 437 is a public school district serving the Auburn–Washburn area near Topeka, Kansas, providing K–12 education to local communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USD 437 Target entity description: USD 437 is a public school district serving the Auburn–Washburn area near Topeka, Kansas, providing K–12 education to local communities.
-
A.
USD 457
USD 457 is a public school district serving the Garden City, Kansas area.
-
B.
USD 469
USD 469 is a public school district serving the Lansing, Kansas community and surrounding areas.
-
C.
USD 232
USD 232 is a public school district based in De Soto, Kansas, serving students in De Soto and parts of surrounding communities.
-
D.
USD 253
USD 253 is a public school district serving the Emporia, Kansas area.
-
E.
USD 388
USD 388 is a public school district serving the Ellis, Kansas area, providing K–12 education to local students.
- 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_69d8e514f2e08190ba70a4449519d218 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6416d61008190af531c6d346d7da1 |
completed | April 20, 2026, 3:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0787c08af48190a7253a74bca96aa6 |
completed | May 15, 2026, 8:53 p.m. |
| NEDg | Description generation | batch_6a07889ccc9c8190be812f5c9eb0bfe7 |
completed | May 15, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a078a1b11ec81908671f431c39b9496 |
completed | May 15, 2026, 9:03 p.m. |
Created at: April 10, 2026, 1:45 p.m.