Triple
T1573583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AC Transit |
E33595
|
entity |
| Predicate | hasGarage |
P30711
|
FINISHED |
| Object |
Division 2 (Emeryville)
Division 2 (Emeryville) is an AC Transit bus operations and maintenance facility located in Emeryville, California.
|
E179552
|
NE FINISHED |
How this triple was built (5 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: Division 2 (Emeryville) | Statement: [AC Transit, hasGarage, Division 2 (Emeryville)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Division 2 (Emeryville) Context triple: [AC Transit, hasGarage, Division 2 (Emeryville)]
-
A.
Division 2
Division 2 is a designated subdivision within Section VIII, typically representing a specific category or set of rules in a larger organizational or regulatory framework.
-
B.
Hillsboro Division
Hillsboro Division is one of the main management and research sections of Duke Forest, comprising a large tract of protected woodland used for education, conservation, and scientific study.
-
C.
District 2
District 2 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, building, and maintaining state transportation infrastructure within its designated area.
-
D.
Norris Division
The Norris Division was a former National Hockey League division known for its intense rivalries and physical style of play, existing from the 1974–75 season until the league realignment in 1993.
-
E.
Hayward
Hayward is a mid-sized city in the San Francisco Bay Area known for its diverse population, industrial and logistics hubs, and role as a transportation crossroads in Alameda County.
- 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: Division 2 (Emeryville) Triple: [AC Transit, hasGarage, Division 2 (Emeryville)]
Generated description
Division 2 (Emeryville) is an AC Transit bus operations and maintenance facility located in Emeryville, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Division 2 (Emeryville) Target entity description: Division 2 (Emeryville) is an AC Transit bus operations and maintenance facility located in Emeryville, California.
-
A.
Division 2
Division 2 is a designated subdivision within Section VIII, typically representing a specific category or set of rules in a larger organizational or regulatory framework.
-
B.
Hillsboro Division
Hillsboro Division is one of the main management and research sections of Duke Forest, comprising a large tract of protected woodland used for education, conservation, and scientific study.
-
C.
District 2
District 2 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, building, and maintaining state transportation infrastructure within its designated area.
-
D.
Norris Division
The Norris Division was a former National Hockey League division known for its intense rivalries and physical style of play, existing from the 1974–75 season until the league realignment in 1993.
-
E.
Hayward
Hayward is a mid-sized city in the San Francisco Bay Area known for its diverse population, industrial and logistics hubs, and role as a transportation crossroads in Alameda County.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasGarage Context triple: [AC Transit, hasGarage, Division 2 (Emeryville)]
-
A.
hasHouse
Indicates that one entity possesses, owns, or is provided with a house in relation to another entity.
-
B.
hasParking
Indicates that a place or facility provides designated parking space(s) available for use.
-
C.
hasBasement
Indicates that a building or structure includes a basement level as part of its physical layout.
-
D.
hasGeneralHouse
Indicates that an entity possesses or is associated with a general-purpose house or primary residential building.
-
E.
hasPublicHouse
Indicates that one entity possesses, operates, or is associated with a public house (such as a bar or pub) as part of its facilities or holdings.
- F. None of above. chosen
Provenance (7 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_69a885f27a4c8190a4622252cdf54c00 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a96083e7308190abbf025fe8e43abb |
completed | March 5, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad4028bc5881909dbe847229dd63bb |
completed | March 8, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_69ad41930d208190b34531e3f35fa58b |
completed | March 8, 2026, 9:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad422752348190b42ebc3781a6e8a5 |
completed | March 8, 2026, 9:32 a.m. |
| PD | Predicate disambiguation | batch_69a907ba63c88190b60c14dec8d1e40f |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a9607716b4819092187f8c08daaf31 |
completed | March 5, 2026, 10:52 a.m. |
Created at: March 4, 2026, 7:27 p.m.