Triple
T4397835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Bus (Merced County Transit) |
E99535
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Atwater, California
Atwater, California is a small city in Merced County in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
|
E436015
|
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: Atwater, California | Statement: [The Bus (Merced County Transit), serves, Atwater, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atwater, California Context triple: [The Bus (Merced County Transit), serves, Atwater, California]
-
A.
Fillmore, California
Fillmore, California is a small agricultural city in Ventura County known for its historic downtown, citrus and avocado groves, and scenic setting in the Santa Clara River Valley.
-
B.
Hillsborough, California
Hillsborough, California is an affluent, primarily residential town on the San Francisco Peninsula known for its large estates, wooded hills, and high-ranking public schools.
-
C.
Taft, California
Taft, California is a small city in Kern County known historically for its oil industry and its location near the Carrizo Plain in the southern San Joaquin Valley.
-
D.
Rialto, California
Rialto, California is a city in San Bernardino County in Southern California’s Inland Empire, known as a residential and industrial community along major transportation corridors.
-
E.
Woodside, California
Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
- 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, California Triple: [The Bus (Merced County Transit), serves, Atwater, California]
Generated description
Atwater, California is a small city in Merced County in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atwater, California Target entity description: Atwater, California is a small city in Merced County in California’s San Joaquin Valley, known historically for its agricultural roots and proximity to the former Castle Air Force Base.
-
A.
Fillmore, California
Fillmore, California is a small agricultural city in Ventura County known for its historic downtown, citrus and avocado groves, and scenic setting in the Santa Clara River Valley.
-
B.
Hillsborough, California
Hillsborough, California is an affluent, primarily residential town on the San Francisco Peninsula known for its large estates, wooded hills, and high-ranking public schools.
-
C.
Taft, California
Taft, California is a small city in Kern County known historically for its oil industry and its location near the Carrizo Plain in the southern San Joaquin Valley.
-
D.
Rialto, California
Rialto, California is a city in San Bernardino County in Southern California’s Inland Empire, known as a residential and industrial community along major transportation corridors.
-
E.
Woodside, California
Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352adce588190b9e6ed53458aa1e1 |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e53ae7bc8190b216319e522b11c6 |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e5f8b9bc8190abb35710e2ddbe5e |
completed | March 14, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:20 p.m.