Triple
T2097827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandenberg Space Force Base |
E37021
|
entity |
| Predicate | nearbyCity |
P350
|
FINISHED |
| Object |
Santa Maria, California
Santa Maria, California is a city in northern Santa Barbara County known for its aerospace connections, agriculture, and Santa Maria–style barbecue.
|
E233568
|
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: Santa Maria, California | Statement: [Vandenberg Space Force Base, nearbyCity, Santa Maria, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Santa Maria, California Context triple: [Vandenberg Space Force Base, nearbyCity, Santa Maria, California]
-
A.
Marina, California
Marina, California is a coastal city in Monterey County known for its beaches, dunes, and proximity to Monterey Bay.
-
B.
La Palma, California
La Palma, California is a small suburban city in northern Orange County known for its residential neighborhoods, parks, and high-ranking public schools.
-
C.
Pacifica, California
Pacifica, California is a coastal city in the San Francisco Bay Area known for its scenic beaches, rugged bluffs, and popular surfing spots.
-
D.
St. Helena, California
St. Helena, California is a small, upscale city in Napa Valley known for its wineries, vineyards, and role as a center of California’s wine industry.
-
E.
San Simeon, California
San Simeon, California is a small coastal community on California’s Central Coast best known as the home of Hearst Castle and its scenic shoreline along Highway 1.
- 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: Santa Maria, California Triple: [Vandenberg Space Force Base, nearbyCity, Santa Maria, California]
Generated description
Santa Maria, California is a city in northern Santa Barbara County known for its aerospace connections, agriculture, and Santa Maria–style barbecue.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Santa Maria, California Target entity description: Santa Maria, California is a city in northern Santa Barbara County known for its aerospace connections, agriculture, and Santa Maria–style barbecue.
-
A.
Marina, California
Marina, California is a coastal city in Monterey County known for its beaches, dunes, and proximity to Monterey Bay.
-
B.
La Palma, California
La Palma, California is a small suburban city in northern Orange County known for its residential neighborhoods, parks, and high-ranking public schools.
-
C.
Pacifica, California
Pacifica, California is a coastal city in the San Francisco Bay Area known for its scenic beaches, rugged bluffs, and popular surfing spots.
-
D.
St. Helena, California
St. Helena, California is a small, upscale city in Napa Valley known for its wineries, vineyards, and role as a center of California’s wine industry.
-
E.
San Simeon, California
San Simeon, California is a small coastal community on California’s Central Coast best known as the home of Hearst Castle and its scenic shoreline along Highway 1.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba9cb84481909fe0a66c020b8864 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3060b834819091dff510b89b3ec8 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30f84d548190b2d99162471207a4 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae317473408190ad67374cfb82a7db |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:43 p.m.