Triple
T21545318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halstead, Kansas |
E531607
|
entity |
| Predicate | hasPublicMiddleSchool |
P27093
|
FINISHED |
| Object | Halstead Middle School |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 6:28 p.m.