Triple
T18210373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atwater, California |
E436015
|
entity |
| Predicate | hasLocalEducationProvider |
P87985
|
FINISHED |
| Object |
Atwater Elementary School District
Atwater Elementary School District is a public school district that oversees elementary education for students in the city of Atwater, California.
|
E1312879
|
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: Atwater Elementary School District | Statement: [Atwater, California, hasLocalEducationProvider, Atwater Elementary School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atwater Elementary School District Context triple: [Atwater, California, hasLocalEducationProvider, Atwater Elementary School District]
-
A.
Atwater Elementary School
Atwater Elementary School is a public primary school serving students in the village of Shorewood, Wisconsin.
-
B.
Alta Loma School District
Alta Loma School District is a public school district in California that operates elementary and middle schools serving the Alta Loma community in the city of Rancho Cucamonga.
-
C.
Stevens Creek Elementary School
Stevens Creek Elementary School is a public primary school serving young students in the community of Martinez, Georgia.
-
D.
Portola Valley School District
Portola Valley School District is a small public school district serving elementary and middle school students in the affluent, rural-residential community of Portola Valley, California.
-
E.
Woodland Hills School District
Woodland Hills School District is a public school district serving students in the eastern suburbs of Pittsburgh, Pennsylvania.
- 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: Atwater Elementary School District Triple: [Atwater, California, hasLocalEducationProvider, Atwater Elementary School District]
Generated description
Atwater Elementary School District is a public school district that oversees elementary education for students in the city of Atwater, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atwater Elementary School District Target entity description: Atwater Elementary School District is a public school district that oversees elementary education for students in the city of Atwater, California.
-
A.
Atwater Elementary School
Atwater Elementary School is a public primary school serving students in the village of Shorewood, Wisconsin.
-
B.
Alta Loma School District
Alta Loma School District is a public school district in California that operates elementary and middle schools serving the Alta Loma community in the city of Rancho Cucamonga.
-
C.
Stevens Creek Elementary School
Stevens Creek Elementary School is a public primary school serving young students in the community of Martinez, Georgia.
-
D.
Portola Valley School District
Portola Valley School District is a small public school district serving elementary and middle school students in the affluent, rural-residential community of Portola Valley, California.
-
E.
Woodland Hills School District
Woodland Hills School District is a public school district serving students in the eastern suburbs of Pittsburgh, Pennsylvania.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLocalEducationProvider Context triple: [Atwater, California, hasLocalEducationProvider, Atwater Elementary School District]
-
A.
hasEducationalServiceArea
Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
-
B.
containsEducationalInstitution
Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
-
C.
hasEducationFacilities
chosen
Indicates that an entity possesses or provides educational institutions, services, or infrastructure for learning and training.
-
D.
isInEducationalInstitution
Indicates that one entity is located within, enrolled in, or otherwise present at an educational institution in relation to another.
-
E.
hasEducationServices
Indicates that one entity provides or offers educational services to another entity or within a particular context.
- F. None of above.
Provenance (6 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e228a7fc81909cfcf11cf7ce1360 |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f128840819096b0090350a6de85 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039f8aa3ac8190baa85cbad12233fb |
completed | May 12, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0a4ef148190b6c69f72f019964a |
completed | May 12, 2026, 9:50 p.m. |
| PD | Predicate disambiguation | batch_69e4332155d88190b106d0dceb4554af |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:32 a.m.