Triple
T6049682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hesperia |
E134757
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Hesperia Unified School District
Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, California.
|
E564567
|
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: Hesperia Unified School District | Statement: [Hesperia, hasSchoolDistrict, Hesperia Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hesperia Unified School District Context triple: [Hesperia, hasSchoolDistrict, Hesperia Unified School District]
-
A.
La Cañada Unified School District
La Cañada Unified School District is a public school district serving the community of La Cañada Flintridge in Los Angeles County, California, known for its high academic performance and strong college-preparatory programs.
-
B.
Alhambra Unified School District
Alhambra Unified School District is a public school district in the western San Gabriel Valley region of Los Angeles County, California, serving students in Alhambra and surrounding communities.
-
C.
Calexico Unified School District
Calexico Unified School District is a public school district serving students in the border city of Calexico in Imperial County, California.
-
D.
Sierra Sands Unified School District
Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
-
E.
Pasadena Unified School District
Pasadena Unified School District is a public school district in California that oversees and operates schools in Pasadena and surrounding communities, including Altadena.
- 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: Hesperia Unified School District Triple: [Hesperia, hasSchoolDistrict, Hesperia Unified School District]
Generated description
Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hesperia Unified School District Target entity description: Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, California.
-
A.
La Cañada Unified School District
La Cañada Unified School District is a public school district serving the community of La Cañada Flintridge in Los Angeles County, California, known for its high academic performance and strong college-preparatory programs.
-
B.
Alhambra Unified School District
Alhambra Unified School District is a public school district in the western San Gabriel Valley region of Los Angeles County, California, serving students in Alhambra and surrounding communities.
-
C.
Calexico Unified School District
Calexico Unified School District is a public school district serving students in the border city of Calexico in Imperial County, California.
-
D.
Sierra Sands Unified School District
Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
-
E.
Pasadena Unified School District
Pasadena Unified School District is a public school district in California that oversees and operates schools in Pasadena and surrounding communities, including Altadena.
- 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_69c00876a69881908088a2626d3b2666 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056f4f84c8190a7e2416d81b3554c |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c113a65164819090883dbad3be5026 |
completed | March 23, 2026, 10:19 a.m. |
| NEDg | Description generation | batch_69c11423d05c81909298ae598c80ccb0 |
completed | March 23, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11498f2948190bcca6b8054186e75 |
completed | March 23, 2026, 10:23 a.m. |
Created at: March 22, 2026, 4:09 p.m.