Triple
T20882159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nipomo, California, United States |
E514177
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Arroyo Grande, California
Arroyo Grande, California is a small coastal city in San Luis Obispo County known for its historic village, agricultural roots, and proximity to the beaches of the Central Coast.
|
E1456960
|
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: Arroyo Grande, California | Statement: [Nipomo, California, United States, locatedNear, Arroyo Grande, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arroyo Grande, California Context triple: [Nipomo, California, United States, locatedNear, Arroyo Grande, California]
-
A.
Arroyo Grande Valley
Arroyo Grande Valley is a cool-climate wine region in California’s Central Coast known for producing high-quality Pinot Noir and Chardonnay.
-
B.
Madera, California
Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
-
C.
Dos Palos, California
Dos Palos, California is a small rural city in Merced County in California’s San Joaquin Valley, known for its agricultural community and farming-based economy.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Guadalupe, California
Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
- 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: Arroyo Grande, California Triple: [Nipomo, California, United States, locatedNear, Arroyo Grande, California]
Generated description
Arroyo Grande, California is a small coastal city in San Luis Obispo County known for its historic village, agricultural roots, and proximity to the beaches of the Central Coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arroyo Grande, California Target entity description: Arroyo Grande, California is a small coastal city in San Luis Obispo County known for its historic village, agricultural roots, and proximity to the beaches of the Central Coast.
-
A.
Arroyo Grande Valley
Arroyo Grande Valley is a cool-climate wine region in California’s Central Coast known for producing high-quality Pinot Noir and Chardonnay.
-
B.
Madera, California
Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
-
C.
Dos Palos, California
Dos Palos, California is a small rural city in Merced County in California’s San Joaquin Valley, known for its agricultural community and farming-based economy.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Guadalupe, California
Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c67a33548190b0f5ba58b001d387 |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918c5509c8190b2bd57c11231c6e4 |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a091a37460481908f7c01b3402deb4d |
completed | May 17, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091a8de35881909d513527b6f32e0f |
completed | May 17, 2026, 1:31 a.m. |
Created at: April 16, 2026, 12:46 p.m.