Triple
T9335367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tor di Quinto |
E224628
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
ATAC bus lines
ATAC bus lines are public bus services operated by Rome’s main transit agency, connecting neighborhoods like Tor di Quinto with the rest of the city.
|
E793763
|
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: ATAC bus lines | Statement: [Tor di Quinto, hasTransport, ATAC bus lines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ATAC bus lines Context triple: [Tor di Quinto, hasTransport, ATAC bus lines]
-
A.
RTA bus services
RTA bus services are Dubai’s government-operated public bus network managed by the Roads and Transport Authority, providing extensive urban and intercity transportation across the emirate.
-
B.
TEC bus lines
TEC bus lines are a regional public bus network in Wallonia, Belgium, providing local and intercity transportation services.
-
C.
Short Line bus service
Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
-
D.
Montebello Bus Lines
Montebello Bus Lines is a public transit agency serving the city of Montebello and surrounding communities in Los Angeles County with local and express bus services.
-
E.
OCTA bus services
OCTA bus services are public bus routes operated by the Orange County Transportation Authority that provide local and regional transit throughout Orange County, California.
- 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: ATAC bus lines Triple: [Tor di Quinto, hasTransport, ATAC bus lines]
Generated description
ATAC bus lines are public bus services operated by Rome’s main transit agency, connecting neighborhoods like Tor di Quinto with the rest of the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ATAC bus lines Target entity description: ATAC bus lines are public bus services operated by Rome’s main transit agency, connecting neighborhoods like Tor di Quinto with the rest of the city.
-
A.
RTA bus services
RTA bus services are Dubai’s government-operated public bus network managed by the Roads and Transport Authority, providing extensive urban and intercity transportation across the emirate.
-
B.
TEC bus lines
TEC bus lines are a regional public bus network in Wallonia, Belgium, providing local and intercity transportation services.
-
C.
Short Line bus service
Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
-
D.
Montebello Bus Lines
Montebello Bus Lines is a public transit agency serving the city of Montebello and surrounding communities in Los Angeles County with local and express bus services.
-
E.
OCTA bus services
OCTA bus services are public bus routes operated by the Orange County Transportation Authority that provide local and regional transit throughout Orange County, California.
- 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_69ca84286fcc81909f6e7fd7a7e862a2 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd37f031888190a90d263d225d163c |
completed | April 1, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e3d8316081908cb9ea36eb069c2d |
completed | April 4, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69d0e57272cc819085a1fd3e356d7c46 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e72c3d088190953a5929f8b861d8 |
completed | April 4, 2026, 10:25 a.m. |
Created at: March 30, 2026, 7:40 p.m.