Triple
T22112963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tucson Department of Transportation and Mobility |
E546462
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Sun On-Demand
Sun On-Demand is a flexible, shared-ride public transit service in Tucson that provides on-demand transportation within designated service areas.
|
E1520480
|
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: Sun On-Demand | Statement: [Tucson Department of Transportation and Mobility, oversees, Sun On-Demand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sun On-Demand Context triple: [Tucson Department of Transportation and Mobility, oversees, Sun On-Demand]
-
A.
Sky On Demand
Sky On Demand is Sky Italia’s video-on-demand platform offering subscribers a catalog of movies, TV series, and other content to watch at any time.
-
B.
Sundance Now
Sundance Now is a subscription streaming service specializing in independent films, documentaries, and prestige television series.
-
C.
Sunrise (international streaming)
Sunrise (international streaming) is the international streaming distribution arm of the Japanese animation studio Sunrise, responsible for making its anime titles legally available to audiences outside Japan.
-
D.
Movies on Demand
Movies on Demand is a film or video project associated with the band Consequence, likely serving as a notable visual or multimedia extension of their music.
-
E.
Wavve
Wavve is a South Korean online video streaming platform offering a wide range of domestic dramas, films, variety shows, and live TV content.
- 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: Sun On-Demand Triple: [Tucson Department of Transportation and Mobility, oversees, Sun On-Demand]
Generated description
Sun On-Demand is a flexible, shared-ride public transit service in Tucson that provides on-demand transportation within designated service areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sun On-Demand Target entity description: Sun On-Demand is a flexible, shared-ride public transit service in Tucson that provides on-demand transportation within designated service areas.
-
A.
Sky On Demand
Sky On Demand is Sky Italia’s video-on-demand platform offering subscribers a catalog of movies, TV series, and other content to watch at any time.
-
B.
Sundance Now
Sundance Now is a subscription streaming service specializing in independent films, documentaries, and prestige television series.
-
C.
Sunrise (international streaming)
Sunrise (international streaming) is the international streaming distribution arm of the Japanese animation studio Sunrise, responsible for making its anime titles legally available to audiences outside Japan.
-
D.
Movies on Demand
Movies on Demand is a film or video project associated with the band Consequence, likely serving as a notable visual or multimedia extension of their music.
-
E.
Wavve
Wavve is a South Korean online video streaming platform offering a wide range of domestic dramas, films, variety shows, and live TV content.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294ae7608190901745384a023bab |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f19799c81909e736a0f19071297 |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a9345653c8190b4ae4eaed3082997 |
completed | May 18, 2026, 4:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93bcb82081908e7e6ff841c2cd8c |
completed | May 18, 2026, 4:21 a.m. |
Created at: April 16, 2026, 8:31 p.m.