Triple
T9660188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Maria, California |
E233568
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
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.
|
E814569
|
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: Guadalupe, California | Statement: [Santa Maria, California, near, Guadalupe, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guadalupe, California Context triple: [Santa Maria, California, near, Guadalupe, California]
-
A.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
B.
San Ysidro, California
San Ysidro, California is a community in the southernmost part of San Diego, known for hosting one of the busiest land border crossings between the United States and Mexico.
-
C.
Duarte, California
Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Coloma, California
Coloma, California is a historic Gold Country town best known as the site where gold was first discovered in 1848, sparking the California Gold Rush.
- 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: Guadalupe, California Triple: [Santa Maria, California, near, Guadalupe, California]
Generated description
Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guadalupe, California Target entity description: Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
-
A.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
B.
San Ysidro, California
San Ysidro, California is a community in the southernmost part of San Diego, known for hosting one of the busiest land border crossings between the United States and Mexico.
-
C.
Duarte, California
Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
-
D.
Alvarado, California
Alvarado, California was a former town in Alameda County that later became part of present-day Union City.
-
E.
Coloma, California
Coloma, California is a historic Gold Country town best known as the site where gold was first discovered in 1848, sparking the California Gold Rush.
- 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_69ca848c1ba88190b84b410cd14627fc |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c08d0d0819086426ad6891b18db |
completed | April 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d190f26df0819085d6f8b6228062bd |
completed | April 4, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69d191a8da4881908208c79ce47f6d95 |
completed | April 4, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d19219cdb081908b44f790f02a25ad |
completed | April 4, 2026, 10:35 p.m. |
Created at: March 30, 2026, 8:14 p.m.