Triple
T14992678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clovis Unified School District |
E373875
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
northeast Fresno
Northeast Fresno is a suburban area of Fresno, California, known for its residential neighborhoods, shopping centers, and relatively high-performing public schools.
|
E1132367
|
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: northeast Fresno | Statement: [Clovis Unified School District, regionServed, northeast Fresno]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northeast Fresno Context triple: [Clovis Unified School District, regionServed, northeast Fresno]
-
A.
downtown Fresno
Downtown Fresno is the central business and entertainment district of Fresno, California, featuring government buildings, cultural venues, and attractions such as Chukchansi Park.
-
B.
Fresno Flats
Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
-
C.
Central Fremont
Central Fremont is a major district in Fremont, California, encompassing the city’s downtown core, transit hubs, and a mix of residential, commercial, and civic areas.
-
D.
Northeast San Francisco
Northeast San Francisco is a dense, historic section of San Francisco that includes major neighborhoods such as Chinatown, North Beach, and the Financial District, known for their cultural landmarks, tourism, and waterfront access.
-
E.
Fremont neighborhood
The Fremont neighborhood is a quirky, artsy district in Seattle known for its public art, eclectic shops, and vibrant waterfront along Lake Union.
- 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: northeast Fresno Triple: [Clovis Unified School District, regionServed, northeast Fresno]
Generated description
Northeast Fresno is a suburban area of Fresno, California, known for its residential neighborhoods, shopping centers, and relatively high-performing public schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: northeast Fresno Target entity description: Northeast Fresno is a suburban area of Fresno, California, known for its residential neighborhoods, shopping centers, and relatively high-performing public schools.
-
A.
downtown Fresno
Downtown Fresno is the central business and entertainment district of Fresno, California, featuring government buildings, cultural venues, and attractions such as Chukchansi Park.
-
B.
Fresno Flats
Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
-
C.
Central Fremont
Central Fremont is a major district in Fremont, California, encompassing the city’s downtown core, transit hubs, and a mix of residential, commercial, and civic areas.
-
D.
Northeast San Francisco
Northeast San Francisco is a dense, historic section of San Francisco that includes major neighborhoods such as Chinatown, North Beach, and the Financial District, known for their cultural landmarks, tourism, and waterfront access.
-
E.
Fremont neighborhood
The Fremont neighborhood is a quirky, artsy district in Seattle known for its public art, eclectic shops, and vibrant waterfront along Lake Union.
- 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded715db408190b44e8a8452c79764 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe969842848190a030db797c851fed |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe983820f88190843361b0ac391d38 |
completed | May 9, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe98b18ab48190b2a47418904e6643 |
completed | May 9, 2026, 2:15 a.m. |
Created at: April 10, 2026, 2:53 a.m.