Triple
T17083656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Little Elm Independent School District |
E414537
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
Prestwick STEM Academy
Prestwick STEM Academy is a public STEM-focused school in the Little Elm, Texas area that emphasizes science, technology, engineering, and mathematics education.
|
E1250284
|
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: Prestwick STEM Academy | Statement: [Little Elm Independent School District, hasSchool, Prestwick STEM Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prestwick STEM Academy Context triple: [Little Elm Independent School District, hasSchool, Prestwick STEM Academy]
-
A.
Prestwick Academy
Prestwick Academy is a secondary school located in Prestwick, South Ayrshire, Scotland, serving local students with comprehensive education.
-
B.
Pittsburgh Science and Technology Academy
Pittsburgh Science and Technology Academy is a public magnet school in Pittsburgh focused on rigorous STEM education for middle and high school students.
-
C.
Cleveland STEM High School
Cleveland STEM High School is a public high school in Seattle, Washington, focused on science, technology, engineering, and mathematics education.
-
D.
Ken Stimpson Academy
Ken Stimpson Academy is a secondary school and sixth form serving the community of Werrington in Peterborough, England.
-
E.
Prestatyn High School
Prestatyn High School is a large comprehensive secondary school serving the town of Prestatyn and surrounding areas in Denbighshire, North Wales.
- 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: Prestwick STEM Academy Triple: [Little Elm Independent School District, hasSchool, Prestwick STEM Academy]
Generated description
Prestwick STEM Academy is a public STEM-focused school in the Little Elm, Texas area that emphasizes science, technology, engineering, and mathematics education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prestwick STEM Academy Target entity description: Prestwick STEM Academy is a public STEM-focused school in the Little Elm, Texas area that emphasizes science, technology, engineering, and mathematics education.
-
A.
Prestwick Academy
Prestwick Academy is a secondary school located in Prestwick, South Ayrshire, Scotland, serving local students with comprehensive education.
-
B.
Pittsburgh Science and Technology Academy
Pittsburgh Science and Technology Academy is a public magnet school in Pittsburgh focused on rigorous STEM education for middle and high school students.
-
C.
Cleveland STEM High School
Cleveland STEM High School is a public high school in Seattle, Washington, focused on science, technology, engineering, and mathematics education.
-
D.
Ken Stimpson Academy
Ken Stimpson Academy is a secondary school and sixth form serving the community of Werrington in Peterborough, England.
-
E.
Prestatyn High School
Prestatyn High School is a large comprehensive secondary school serving the town of Prestatyn and surrounding areas in Denbighshire, North Wales.
- 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbe4d3908190b23ce3c2d3fe7d14 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012ee416c4819087e7ae0ead47867a |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a01323dd9188190981d6994a8d1a89e |
completed | May 11, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0136310e808190a0d350ae7f216d93 |
completed | May 11, 2026, 1:51 a.m. |
Created at: April 10, 2026, 5:35 a.m.