Triple
T9612398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Traffic Safety and Specialized Enforcement Branch |
E232132
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
traffic engineering authorities
Traffic engineering authorities are governmental or municipal bodies responsible for planning, designing, regulating, and managing roadways and traffic systems to ensure safe and efficient transportation.
|
E810960
|
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: traffic engineering authorities | Statement: [Traffic Safety and Specialized Enforcement Branch, collaboratesWith, traffic engineering authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: traffic engineering authorities Context triple: [Traffic Safety and Specialized Enforcement Branch, collaboratesWith, traffic engineering authorities]
-
A.
Traffic division
The Traffic Division is a specialized unit of the Fairfax County General District Court that handles cases involving traffic violations and related motor vehicle offenses.
-
B.
Traffic Division
The Traffic Division is a specialized branch of the Islamabad Capital Territory Police responsible for managing and regulating road traffic, enforcing traffic laws, and promoting road safety within the capital.
-
C.
Traffic Division
The Traffic Division is a specialized branch of the Philadelphia Municipal Court that handles cases involving traffic violations and related motor vehicle offenses within the city.
-
D.
Traffic Division
The Traffic Division is a specialized unit of the Superior Court of California, County of Orange that handles cases involving traffic infractions, citations, and related motor vehicle violations.
-
E.
Traffic Division
The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
- 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: traffic engineering authorities Triple: [Traffic Safety and Specialized Enforcement Branch, collaboratesWith, traffic engineering authorities]
Generated description
Traffic engineering authorities are governmental or municipal bodies responsible for planning, designing, regulating, and managing roadways and traffic systems to ensure safe and efficient transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: traffic engineering authorities Target entity description: Traffic engineering authorities are governmental or municipal bodies responsible for planning, designing, regulating, and managing roadways and traffic systems to ensure safe and efficient transportation.
-
A.
Traffic division
The Traffic Division is a specialized unit of the Fairfax County General District Court that handles cases involving traffic violations and related motor vehicle offenses.
-
B.
Traffic Division
The Traffic Division is a specialized branch of the Islamabad Capital Territory Police responsible for managing and regulating road traffic, enforcing traffic laws, and promoting road safety within the capital.
-
C.
Traffic Division
The Traffic Division is a specialized unit of the Superior Court of California, County of Orange that handles cases involving traffic infractions, citations, and related motor vehicle violations.
-
D.
Traffic Division
The Traffic Division is a specialized branch of the Philadelphia Municipal Court that handles cases involving traffic violations and related motor vehicle offenses within the city.
-
E.
Traffic Division
The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
- 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_69ca8485a90c819094fe40b42fde9d70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a87764481909ab96cd2ab96d14b |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d179513f9081909bcd9a456c640ba3 |
completed | April 4, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69d17b87ec6c8190a265bdbb6855dca5 |
completed | April 4, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17beebd748190b85d7bd549276197 |
completed | April 4, 2026, 9 p.m. |
Created at: March 30, 2026, 8:09 p.m.