Triple
T34242343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuautepec neighborhood |
E878499
|
entity |
| Predicate | transportationIssue |
P72800
|
FINISHED |
| Object | limited public transport connectivity |
—
|
LITERAL 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: limited public transport connectivity | Statement: [Cuautepec neighborhood, transportationIssue, limited public transport connectivity]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportationIssue Context triple: [Cuautepec neighborhood, transportationIssue, limited public transport connectivity]
-
A.
transportation
Indicates the movement of someone or something from one place to another, typically using a vehicle or transit system.
-
B.
hasTransportIssue
chosen
Indicates that an entity is experiencing a problem, disruption, or malfunction related to transportation or a transport service.
-
C.
carriageIssues
Indicates that there are problems, malfunctions, or irregularities affecting the operation or condition of a carriage.
-
D.
fareProblem
Indicates that there is an issue, dispute, or irregularity related to the fare charged or paid for a trip or service.
-
E.
transportationContext
Indicates the situational or environmental conditions under which transportation occurs, such as mode, purpose, or circumstances of travel.
- F. None of above.
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_69f349b22d8c819096b22df268382aa9 |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_69ff1e3e13c08190bb8990c44716b746 |
completed | May 9, 2026, 11:45 a.m. |
| PD | Predicate disambiguation | batch_69ff1dfcaf2c8190aaf2b428d57b7782 |
completed | May 9, 2026, 11:43 a.m. |
Created at: May 1, 2026, 1:56 a.m.