Triple
T12359116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luz district |
E294686
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object | Linha 7–Rubi (CPTM) |
E976476
|
NE FINISHED |
How this triple was built (2 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: Linha 7–Rubi (CPTM) | Statement: [Luz district, servedBy, Linha 7–Rubi (CPTM)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linha 7–Rubi (CPTM) Context triple: [Luz district, servedBy, Linha 7–Rubi (CPTM)]
-
A.
CPTM Line 7–Ruby
chosen
CPTM Line 7–Ruby is a commuter rail line in the São Paulo metropolitan rail network that serves the northwestern corridor, connecting central São Paulo to municipalities such as Franco da Rocha and Jundiaí.
-
B.
CPTM Line 9–Emerald
CPTM Line 9–Emerald is a commuter rail line in São Paulo, Brazil, that runs along the Pinheiros River corridor and connects several southern and western districts of the metropolitan area.
-
C.
CPTM Line 13–Jade
CPTM Line 13–Jade is a commuter rail line in Greater São Paulo that connects São Paulo’s rail network to São Paulo–Guarulhos International Airport (GRU).
-
D.
CPTM Line 11–Coral
CPTM Line 11–Coral is a commuter rail line in the São Paulo metropolitan area that connects central districts to the city’s eastern outskirts, including service to the Arena Corinthians stadium.
-
E.
Line 7-Rubi
Line 7-Rubi is a suburban commuter rail line in the São Paulo metropolitan area operated by CPTM, connecting central São Paulo with outlying municipalities along the Rubi corridor.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f90201481909359416b8b9f7871 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ab771448190b7f76e424ec0b4b5 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:54 p.m.