Triple
T15815238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Florida Regional Transportation Authority |
E383456
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Palm Tran
Palm Tran is the public bus transit agency serving Palm Beach County, Florida, providing fixed-route and paratransit services across the region.
|
E1178342
|
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: Palm Tran | Statement: [South Florida Regional Transportation Authority, collaboratesWith, Palm Tran]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palm Tran Context triple: [South Florida Regional Transportation Authority, collaboratesWith, Palm Tran]
-
A.
Para Transpo
Para Transpo is Ottawa’s specialized door-to-door public transit service providing accessible transportation for people with disabilities who cannot use conventional buses.
-
B.
Palmwag
Palmwag is a remote lodge and conservation area in northwestern Namibia known for its desert-adapted wildlife and scenic, arid landscapes.
-
C.
Transtu
Transtu is the public transport authority in Tunis responsible for operating the city’s metro and other urban transit services.
-
D.
Palmi
Palmi is a coastal town in the Calabria region of southern Italy, known for its scenic Tyrrhenian shoreline and cultural traditions.
-
E.
Panaca
Panaca is a large agricultural theme park in Colombia’s Eje Cafetero region, known for interactive farm experiences and close contact with domestic animals.
- 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: Palm Tran Triple: [South Florida Regional Transportation Authority, collaboratesWith, Palm Tran]
Generated description
Palm Tran is the public bus transit agency serving Palm Beach County, Florida, providing fixed-route and paratransit services across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palm Tran Target entity description: Palm Tran is the public bus transit agency serving Palm Beach County, Florida, providing fixed-route and paratransit services across the region.
-
A.
Para Transpo
Para Transpo is Ottawa’s specialized door-to-door public transit service providing accessible transportation for people with disabilities who cannot use conventional buses.
-
B.
Palmwag
Palmwag is a remote lodge and conservation area in northwestern Namibia known for its desert-adapted wildlife and scenic, arid landscapes.
-
C.
Transtu
Transtu is the public transport authority in Tunis responsible for operating the city’s metro and other urban transit services.
-
D.
Palmi
Palmi is a coastal town in the Calabria region of southern Italy, known for its scenic Tyrrhenian shoreline and cultural traditions.
-
E.
Panaca
Panaca is a large agricultural theme park in Colombia’s Eje Cafetero region, known for interactive farm experiences and close contact with domestic animals.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a219508190b8588120ec415ac7 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99959f048190ae24a072387ec233 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9ad6b29081909ff2abb2c4d866a4 |
completed | May 9, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b443280819088dbf18f7c57406b |
completed | May 9, 2026, 8:38 p.m. |
Created at: April 10, 2026, 4:49 a.m.