Triple
T21545316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halstead, Kansas |
E531607
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Halstead–Bentley USD 440
Halstead–Bentley USD 440 is a public unified school district in Kansas that serves students from the communities of Halstead, Bentley, and surrounding rural areas.
|
E1490668
|
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: Halstead–Bentley USD 440 | Statement: [Halstead, Kansas, hasSchoolDistrict, Halstead–Bentley USD 440]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halstead–Bentley USD 440 Context triple: [Halstead, Kansas, hasSchoolDistrict, Halstead–Bentley USD 440]
-
A.
Benton School District
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
-
B.
Hulett School
Hulett School is a public K–12 educational institution serving students in the small town of Hulett, Wyoming.
-
C.
Benge School District
Benge School District is a small public school district that provides primary and secondary education to students in the rural community of Benge, Washington.
-
D.
Harlan Community School District
Harlan Community School District is a public school district in western Iowa that provides K–12 education to students in Harlan and several surrounding communities, including Portsmouth.
-
E.
Bentley Elementary School
Bentley Elementary School is a public primary school in Texas that serves early-grade students as part of the Lamar Consolidated Independent School District.
- 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: Halstead–Bentley USD 440 Triple: [Halstead, Kansas, hasSchoolDistrict, Halstead–Bentley USD 440]
Generated description
Halstead–Bentley USD 440 is a public unified school district in Kansas that serves students from the communities of Halstead, Bentley, and surrounding rural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halstead–Bentley USD 440 Target entity description: Halstead–Bentley USD 440 is a public unified school district in Kansas that serves students from the communities of Halstead, Bentley, and surrounding rural areas.
-
A.
Benton School District
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
-
B.
Hulett School
Hulett School is a public K–12 educational institution serving students in the small town of Hulett, Wyoming.
-
C.
Benge School District
Benge School District is a small public school district that provides primary and secondary education to students in the rural community of Benge, Washington.
-
D.
Harlan Community School District
Harlan Community School District is a public school district in western Iowa that provides K–12 education to students in Harlan and several surrounding communities, including Portsmouth.
-
E.
Bentley Elementary School
Bentley Elementary School is a public primary school in Texas that serves early-grade students as part of the Lamar Consolidated Independent School District.
- 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_69e0c45f17148190949c330ab9c27706 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeb58e38808190888f3501cf4fff7c |
completed | April 27, 2026, 1:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eedd845c819082acae7e6cd29f56 |
completed | May 17, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a09ef7271e081908a1cd70297376ae3 |
completed | May 17, 2026, 4:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f00ec300819082ee644a512a9cdf |
completed | May 17, 2026, 4:42 p.m. |
Created at: April 16, 2026, 6:28 p.m.