Triple
T4367353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chowchilla |
E98807
|
entity |
| Predicate | isServedBy |
P1293
|
FINISHED |
| Object |
Chowchilla Elementary School District
Chowchilla Elementary School District is a public school district in Chowchilla, California, responsible for providing elementary education to children in the local community.
|
E433761
|
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: Chowchilla Elementary School District | Statement: [Chowchilla, isServedBy, Chowchilla Elementary School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chowchilla Elementary School District Context triple: [Chowchilla, isServedBy, Chowchilla Elementary School District]
-
A.
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.
-
B.
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.
-
C.
Visalia Unified School District
Visalia Unified School District is a public school district that serves students in and around the city of Visalia in California’s Central Valley.
-
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.
Yucaipa-Calimesa Joint Unified School District
Yucaipa-Calimesa Joint Unified School District is a public school district in Southern California that serves students in the neighboring communities of Yucaipa and Calimesa.
- 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: Chowchilla Elementary School District Triple: [Chowchilla, isServedBy, Chowchilla Elementary School District]
Generated description
Chowchilla Elementary School District is a public school district in Chowchilla, California, responsible for providing elementary education to children in the local community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chowchilla Elementary School District Target entity description: Chowchilla Elementary School District is a public school district in Chowchilla, California, responsible for providing elementary education to children in the local community.
-
A.
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.
-
B.
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.
-
C.
Visalia Unified School District
Visalia Unified School District is a public school district that serves students in and around the city of Visalia in California’s Central Valley.
-
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.
Yucaipa-Calimesa Joint Unified School District
Yucaipa-Calimesa Joint Unified School District is a public school district in Southern California that serves students in the neighboring communities of Yucaipa and Calimesa.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35201be7081908808e81634060f95 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbcec90881908fe83c83119d99fe |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc3e4c488190a06421cdb3b168c3 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0432bfc8190b18bbe918de1f297 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:17 p.m.