Triple
T1374230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University Park |
E30182
|
entity |
| Predicate | hasPublicMiddleSchool |
P27093
|
FINISHED |
| Object |
Highland Park Middle School
Highland Park Middle School is a public middle school serving students in the affluent Dallas enclave of University Park, Texas, as part of the Highland Park Independent School District.
|
E168187
|
NE FINISHED |
How this triple was built (5 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: Highland Park Middle School | Statement: [University Park, hasPublicMiddleSchool, Highland Park Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highland Park Middle School Context triple: [University Park, hasPublicMiddleSchool, Highland Park Middle School]
-
A.
Highland Park High School
Highland Park High School is a public high school in Dallas, Texas, known for its strong academics and athletics and for producing notable alumni including MLB pitcher Clayton Kershaw.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
D.
Spain Park High School
Spain Park High School is a public secondary school serving students in the Hoover, Alabama area.
-
E.
Highland Park Independent School District
Highland Park Independent School District is a public school district serving the affluent, predominantly residential community of Highland Park in the Dallas–Fort Worth metropolitan area, known for its high academic performance and strong community support.
- 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: Highland Park Middle School Triple: [University Park, hasPublicMiddleSchool, Highland Park Middle School]
Generated description
Highland Park Middle School is a public middle school serving students in the affluent Dallas enclave of University Park, Texas, as part of the Highland Park Independent School District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highland Park Middle School Target entity description: Highland Park Middle School is a public middle school serving students in the affluent Dallas enclave of University Park, Texas, as part of the Highland Park Independent School District.
-
A.
Highland Park High School
Highland Park High School is a public high school in Dallas, Texas, known for its strong academics and athletics and for producing notable alumni including MLB pitcher Clayton Kershaw.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
D.
Spain Park High School
Spain Park High School is a public secondary school serving students in the Hoover, Alabama area.
-
E.
Highland Park Independent School District
Highland Park Independent School District is a public school district serving the affluent, predominantly residential community of Highland Park in the Dallas–Fort Worth metropolitan area, known for its high academic performance and strong community support.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicMiddleSchool Context triple: [University Park, hasPublicMiddleSchool, Highland Park Middle School]
-
A.
hasSchool
Indicates that an entity possesses, is associated with, or is served by a particular school.
-
B.
hasSchoolCategory
Indicates that an entity (such as a school or educational institution) is associated with a particular category or type of school.
-
C.
hasNotableHighSchool
Indicates that an entity is associated with a high school that is particularly notable or significant in some recognized way.
-
D.
hasCoeducation
Indicates that an educational institution includes both male and female students together in its instructional programs.
-
E.
schoolAttended
Indicates that one entity has attended, or been enrolled as a student at, the school represented by the other entity.
- F. None of above. chosen
Provenance (7 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f660888190bc9240e0dc4f0aa3 |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e63b3f88190b34fb0407e1f03d5 |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad0ec5e9dc8190bdf3d679e57f1aa1 |
completed | March 8, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad12d79cd48190819b3540270c64f0 |
completed | March 8, 2026, 6:10 a.m. |
| PD | Predicate disambiguation | batch_69a4befcabdc8190a9f05d002603f81c |
completed | March 1, 2026, 10:34 p.m. |
| PDg | Predicate description generation | batch_69a4c0335f7081908d50046ced4cdee0 |
completed | March 1, 2026, 10:39 p.m. |
Created at: March 1, 2026, 7:57 p.m.