Triple
T21545318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halstead, Kansas |
E531607
|
entity |
| Predicate | hasPublicMiddleSchool |
P27093
|
FINISHED |
| Object |
Halstead Middle School
Halstead Middle School is a public middle school serving students in the small community of Halstead, Kansas.
|
E1491306
|
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 Middle School | Statement: [Halstead, Kansas, hasPublicMiddleSchool, Halstead Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halstead Middle School Context triple: [Halstead, Kansas, hasPublicMiddleSchool, Halstead Middle School]
-
A.
Halstead High School
Halstead High School is a public secondary school serving students in the small city of Halstead in central Kansas.
-
B.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
C.
Hillcrest Middle School
Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
-
D.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
E.
Hunter Middle School
Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
- 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 Middle School Triple: [Halstead, Kansas, hasPublicMiddleSchool, Halstead Middle School]
Generated description
Halstead Middle School is a public middle school serving students in the small community of Halstead, Kansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halstead Middle School Target entity description: Halstead Middle School is a public middle school serving students in the small community of Halstead, Kansas.
-
A.
Halstead High School
Halstead High School is a public secondary school serving students in the small city of Halstead in central Kansas.
-
B.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
C.
Hillcrest Middle School
Hillcrest Middle School is a public middle school serving students in the town of Trumbull, Connecticut.
-
D.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
E.
Hunter Middle School
Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
- 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_6a09f6683c3881908d4ee2ec10789293 |
completed | May 17, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_6a09f73007048190b9fc03f5d800ba84 |
completed | May 17, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f8149a84819085d07e5b1eea463f |
completed | May 17, 2026, 5:17 p.m. |
Created at: April 16, 2026, 6:28 p.m.