Triple
T2728252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waipahu |
E60246
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
Waipahu Transit Center
Waipahu Transit Center is a major public transportation hub in Waipahu, Hawaii, providing bus connections for commuters and local residents.
|
E292916
|
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: Waipahu Transit Center | Statement: [Waipahu, servedBy, Waipahu Transit Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waipahu Transit Center Context triple: [Waipahu, servedBy, Waipahu Transit Center]
-
A.
Ala Moana bus transit hub
The Ala Moana bus transit hub is a major public transportation center in Honolulu that functions as a key transfer point for numerous bus routes connecting the city and surrounding areas.
-
B.
Addison Transit Center
Addison Transit Center is a major Dallas Area Rapid Transit (DART) bus facility in Addison, Texas, serving as a key transfer point for local and regional bus routes.
-
C.
Hillsboro Central Transit Center
Hillsboro Central Transit Center is a major public transportation hub in downtown Hillsboro, Oregon, serving as a key stop on TriMet’s MAX Light Rail system and connecting multiple bus routes.
-
D.
Tigard Transit Center
Tigard Transit Center is a major public transportation hub in Tigard, Oregon, serving as a key stop for commuter rail and bus services in the Portland metropolitan area.
-
E.
Oceanside Transit Center
Oceanside Transit Center is a major multimodal transportation hub in Oceanside, California, serving Amtrak, commuter rail, local and regional buses, and other transit services.
- 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: Waipahu Transit Center Triple: [Waipahu, servedBy, Waipahu Transit Center]
Generated description
Waipahu Transit Center is a major public transportation hub in Waipahu, Hawaii, providing bus connections for commuters and local residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waipahu Transit Center Target entity description: Waipahu Transit Center is a major public transportation hub in Waipahu, Hawaii, providing bus connections for commuters and local residents.
-
A.
Ala Moana bus transit hub
The Ala Moana bus transit hub is a major public transportation center in Honolulu that functions as a key transfer point for numerous bus routes connecting the city and surrounding areas.
-
B.
Addison Transit Center
Addison Transit Center is a major Dallas Area Rapid Transit (DART) bus facility in Addison, Texas, serving as a key transfer point for local and regional bus routes.
-
C.
Hillsboro Central Transit Center
Hillsboro Central Transit Center is a major public transportation hub in downtown Hillsboro, Oregon, serving as a key stop on TriMet’s MAX Light Rail system and connecting multiple bus routes.
-
D.
Tigard Transit Center
Tigard Transit Center is a major public transportation hub in Tigard, Oregon, serving as a key stop for commuter rail and bus services in the Portland metropolitan area.
-
E.
Oceanside Transit Center
Oceanside Transit Center is a major multimodal transportation hub in Oceanside, California, serving Amtrak, commuter rail, local and regional buses, and other transit services.
- 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_69ab4b75cd908190b691ef0d1801acda |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdaeaee388190a21e7fa0b8f83546 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb69aa8b081909c57e8a7f64d0913 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb717260c8190a93641152f163879 |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb781327c819090c42c461d17762e |
completed | March 10, 2026, 6:17 a.m. |
Created at: March 6, 2026, 9:56 p.m.