Triple
T19759734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Livermore, California |
E474594
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Livermore Valley Joint Unified School District
Livermore Valley Joint Unified School District is a public school district serving students in the Livermore area of Alameda County, California, providing K–12 education across multiple elementary, middle, and high schools.
|
E1394250
|
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: Livermore Valley Joint Unified School District | Statement: [City of Livermore, California, hasSchoolDistrict, Livermore Valley Joint Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livermore Valley Joint Unified School District Context triple: [City of Livermore, California, hasSchoolDistrict, Livermore Valley Joint Unified School District]
-
A.
Big Valley Joint Unified School District
Big Valley Joint Unified School District is a public school district in rural northeastern California that provides K–12 education to students in and around communities such as Adin.
-
B.
Lucerne Valley Unified School District
Lucerne Valley Unified School District is a public school district serving the educational needs of students in the rural desert community of Lucerne Valley, California.
-
C.
Central Valley School District
Central Valley School District is a public school district serving students in and around Center Township in Beaver County, Pennsylvania.
-
D.
Loomis Union School District
Loomis Union School District is a public school district serving elementary and middle school students in and around the town of Loomis in Placer County, California.
-
E.
Bear Valley Unified School District
Bear Valley Unified School District is the public school system serving students in and around Big Bear City in San Bernardino County, California.
- 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: Livermore Valley Joint Unified School District Triple: [City of Livermore, California, hasSchoolDistrict, Livermore Valley Joint Unified School District]
Generated description
Livermore Valley Joint Unified School District is a public school district serving students in the Livermore area of Alameda County, California, providing K–12 education across multiple elementary, middle, and high schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livermore Valley Joint Unified School District Target entity description: Livermore Valley Joint Unified School District is a public school district serving students in the Livermore area of Alameda County, California, providing K–12 education across multiple elementary, middle, and high schools.
-
A.
Big Valley Joint Unified School District
Big Valley Joint Unified School District is a public school district in rural northeastern California that provides K–12 education to students in and around communities such as Adin.
-
B.
Lucerne Valley Unified School District
Lucerne Valley Unified School District is a public school district serving the educational needs of students in the rural desert community of Lucerne Valley, California.
-
C.
Central Valley School District
Central Valley School District is a public school district serving students in and around Center Township in Beaver County, Pennsylvania.
-
D.
Loomis Union School District
Loomis Union School District is a public school district serving elementary and middle school students in and around the town of Loomis in Placer County, California.
-
E.
Bear Valley Unified School District
Bear Valley Unified School District is the public school system serving students in and around Big Bear City in San Bernardino County, California.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531e79fc819094a9f88182e90dab |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd6beb2c8190874a37d779d14e9b |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be5426c48190bb7b0fc315fa2f6a |
completed | May 16, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bf9682fc8190a33ea75dba8d88d6 |
completed | May 16, 2026, 12:51 a.m. |
Created at: April 10, 2026, 1:48 p.m.