Triple
T17341246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walnut Valley Unified School District |
E421070
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Chaparral Middle School
Chaparral Middle School is a public middle school serving grades 6–8 in the Walnut Valley area of Southern California.
|
E1262412
|
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: Chaparral Middle School | Statement: [Walnut Valley Unified School District, hasMiddleSchool, Chaparral Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaparral Middle School Context triple: [Walnut Valley Unified School District, hasMiddleSchool, Chaparral Middle School]
-
A.
Ramona Middle School
Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
-
B.
Navarro Middle School
Navarro Middle School is a public middle school in Texas that serves students in grades 6–8 as part of the Lamar Consolidated Independent School District.
-
C.
Alta Loma Middle School
Alta Loma Middle School is a public middle school serving students in South San Francisco, California.
-
D.
Sonora Middle School
Sonora Middle School is a public middle school serving students in the Springdale, Arkansas area as part of the Springdale Public Schools district.
-
E.
Calavera Hills Middle School
Calavera Hills Middle School is a public middle school in Carlsbad, California, serving students in the Carlsbad Unified School District.
- 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: Chaparral Middle School Triple: [Walnut Valley Unified School District, hasMiddleSchool, Chaparral Middle School]
Generated description
Chaparral Middle School is a public middle school serving grades 6–8 in the Walnut Valley area of Southern California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaparral Middle School Target entity description: Chaparral Middle School is a public middle school serving grades 6–8 in the Walnut Valley area of Southern California.
-
A.
Ramona Middle School
Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
-
B.
Navarro Middle School
Navarro Middle School is a public middle school in Texas that serves students in grades 6–8 as part of the Lamar Consolidated Independent School District.
-
C.
Alta Loma Middle School
Alta Loma Middle School is a public middle school serving students in South San Francisco, California.
-
D.
Sonora Middle School
Sonora Middle School is a public middle school serving students in the Springdale, Arkansas area as part of the Springdale Public Schools district.
-
E.
Calavera Hills Middle School
Calavera Hills Middle School is a public middle school in Carlsbad, California, serving students in the Carlsbad Unified School District.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a15f6488190ad7d489e7391ab12 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c588a7081909ab108cb4adfedfe |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018e0f09c881909296656b2732bf1e |
completed | May 11, 2026, 8:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018e7b453c81909f75593237bcf9ec |
completed | May 11, 2026, 8:08 a.m. |
Created at: April 10, 2026, 5:44 a.m.