Triple
T15173547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Arkansas System |
E362548
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Arkansas School for Mathematics, Sciences, and the Arts
Arkansas School for Mathematics, Sciences, and the Arts is a public residential high school in Hot Springs, Arkansas, that offers advanced, college-level coursework in STEM and the arts for academically gifted students from across the state.
|
E1142635
|
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: Arkansas School for Mathematics, Sciences, and the Arts | Statement: [University of Arkansas System, hasMember, Arkansas School for Mathematics, Sciences, and the Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas School for Mathematics, Sciences, and the Arts Context triple: [University of Arkansas System, hasMember, Arkansas School for Mathematics, Sciences, and the Arts]
-
A.
Mississippi School for Mathematics and Science
Mississippi School for Mathematics and Science is a public residential high school in Columbus, Mississippi, that offers an advanced, STEM-focused curriculum for academically gifted students from across the state.
-
B.
UNC School of Science and Mathematics
The UNC School of Science and Mathematics is a public residential high school in North Carolina specializing in advanced education for academically gifted students in science, technology, engineering, and mathematics.
-
C.
Illinois Mathematics and Science Academy
The Illinois Mathematics and Science Academy is a selective public residential high school in Illinois known for its advanced STEM curriculum and for producing notable technology innovators and entrepreneurs.
-
D.
Maine School of Science and Mathematics
The Maine School of Science and Mathematics is a public, residential magnet high school specializing in advanced STEM education for academically gifted students from across Maine and beyond.
-
E.
Arkansas State Normal School
Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
- 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: Arkansas School for Mathematics, Sciences, and the Arts Triple: [University of Arkansas System, hasMember, Arkansas School for Mathematics, Sciences, and the Arts]
Generated description
Arkansas School for Mathematics, Sciences, and the Arts is a public residential high school in Hot Springs, Arkansas, that offers advanced, college-level coursework in STEM and the arts for academically gifted students from across the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas School for Mathematics, Sciences, and the Arts Target entity description: Arkansas School for Mathematics, Sciences, and the Arts is a public residential high school in Hot Springs, Arkansas, that offers advanced, college-level coursework in STEM and the arts for academically gifted students from across the state.
-
A.
Mississippi School for Mathematics and Science
Mississippi School for Mathematics and Science is a public residential high school in Columbus, Mississippi, that offers an advanced, STEM-focused curriculum for academically gifted students from across the state.
-
B.
UNC School of Science and Mathematics
The UNC School of Science and Mathematics is a public residential high school in North Carolina specializing in advanced education for academically gifted students in science, technology, engineering, and mathematics.
-
C.
Illinois Mathematics and Science Academy
The Illinois Mathematics and Science Academy is a selective public residential high school in Illinois known for its advanced STEM curriculum and for producing notable technology innovators and entrepreneurs.
-
D.
Maine School of Science and Mathematics
The Maine School of Science and Mathematics is a public, residential magnet high school specializing in advanced STEM education for academically gifted students from across Maine and beyond.
-
E.
Arkansas State Normal School
Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e006501b488190a2ab09dbf1532571 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec88c69088190a61f0a5719e99b87 |
completed | May 9, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_69fec93109c08190a3499e4520e31604 |
completed | May 9, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fecc6fa8f88190aa6956e6e2b1f8ab |
completed | May 9, 2026, 5:55 a.m. |
Created at: April 10, 2026, 3:09 a.m.