Triple
T3716776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montebello Bus Lines |
E81549
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Commerce, California
Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
|
E381936
|
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: Commerce, California | Statement: [Montebello Bus Lines, serves, Commerce, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commerce, California Context triple: [Montebello Bus Lines, serves, Commerce, California]
-
A.
Ontario, California
Ontario, California is a mid-sized Inland Empire city in San Bernardino County known for its major international airport, logistics hubs, and role as a regional commercial center in Southern California.
-
B.
Carson, California
Carson, California is a city in Los Angeles County known for hosting major sports events and venues, including professional soccer and football stadiums.
-
C.
Cypress, California
Cypress, California is a suburban city in northern Orange County known for its residential communities, quality schools, and proximity to major Southern California employment centers.
-
D.
Davis, California
Davis, California is a college town in Yolo County best known as the home of the University of California, Davis and for its strong emphasis on cycling, sustainability, and agricultural research.
-
E.
Campo, California
Campo, California is a small rural community in southeastern San Diego County known as the southern starting point of the Pacific Crest Trail near the U.S.–Mexico border.
- 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: Commerce, California Triple: [Montebello Bus Lines, serves, Commerce, California]
Generated description
Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commerce, California Target entity description: Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
-
A.
Ontario, California
Ontario, California is a mid-sized Inland Empire city in San Bernardino County known for its major international airport, logistics hubs, and role as a regional commercial center in Southern California.
-
B.
Carson, California
Carson, California is a city in Los Angeles County known for hosting major sports events and venues, including professional soccer and football stadiums.
-
C.
Cypress, California
Cypress, California is a suburban city in northern Orange County known for its residential communities, quality schools, and proximity to major Southern California employment centers.
-
D.
Davis, California
Davis, California is a college town in Yolo County best known as the home of the University of California, Davis and for its strong emphasis on cycling, sustainability, and agricultural research.
-
E.
Campo, California
Campo, California is a small rural community in southeastern San Diego County known as the southern starting point of the Pacific Crest Trail near the U.S.–Mexico border.
- 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9d087c881909f6d2ec6e518fb02 |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce1260948190b4707337e9427c2c |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cf799ae88190bbf821f4c4500031 |
completed | March 14, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d0057fe8819092a40732324f88c9 |
completed | March 14, 2026, 3:03 a.m. |
Created at: March 8, 2026, 3:33 p.m.