Triple
T8103717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shanghai Municipal Public Security Bureau |
E189174
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Shanghai traffic police
Shanghai traffic police is the specialized law enforcement division responsible for managing and enforcing road traffic regulations within Shanghai.
|
E189174
|
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: Shanghai traffic police | Statement: [Shanghai Municipal Public Security Bureau, oversees, Shanghai traffic police]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shanghai traffic police Context triple: [Shanghai Municipal Public Security Bureau, oversees, Shanghai traffic police]
-
A.
Shanghai Municipal Police
The Shanghai Municipal Police was the foreign-controlled law enforcement agency responsible for maintaining order and security in the Shanghai International Settlement during the late 19th and early 20th centuries.
-
B.
Shanghai Municipal Public Security Bureau
The Shanghai Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Shanghai, China.
-
C.
Shanghai Municipal Transportation Commission
The Shanghai Municipal Transportation Commission is the government body responsible for planning, regulating, and overseeing Shanghai’s urban transportation systems and infrastructure.
-
D.
NYPD traffic control
NYPD traffic control is a specialized division of the New York City Police Department responsible for managing vehicular and pedestrian flow, enforcing traffic laws, and ensuring roadway safety throughout the city.
-
E.
Shanghai bus network
The Shanghai bus network is an extensive citywide public transportation system that complements the metro by providing surface routes to neighborhoods and areas not directly served by rail.
- 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: Shanghai traffic police Triple: [Shanghai Municipal Public Security Bureau, oversees, Shanghai traffic police]
Generated description
Shanghai traffic police is the specialized law enforcement division responsible for managing and enforcing road traffic regulations within Shanghai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shanghai traffic police Target entity description: Shanghai traffic police is the specialized law enforcement division responsible for managing and enforcing road traffic regulations within Shanghai.
-
A.
Shanghai Municipal Police
The Shanghai Municipal Police was the foreign-controlled law enforcement agency responsible for maintaining order and security in the Shanghai International Settlement during the late 19th and early 20th centuries.
-
B.
Shanghai Municipal Public Security Bureau
chosen
The Shanghai Municipal Public Security Bureau is the main law enforcement and public security authority responsible for policing and maintaining social order in Shanghai, China.
-
C.
Shanghai Municipal Transportation Commission
The Shanghai Municipal Transportation Commission is the government body responsible for planning, regulating, and overseeing Shanghai’s urban transportation systems and infrastructure.
-
D.
NYPD traffic control
NYPD traffic control is a specialized division of the New York City Police Department responsible for managing vehicular and pedestrian flow, enforcing traffic laws, and ensuring roadway safety throughout the city.
-
E.
Shanghai bus network
The Shanghai bus network is an extensive citywide public transportation system that complements the metro by providing surface routes to neighborhoods and areas not directly served by rail.
- F. None of above.
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_69ca82b9d5848190a24672775d5c5011 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb42bf1cb0819099dda4f050f8e95e |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc642095a08190bcf90e6470e127cc |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc68d9de4c8190bd2b7f556a60a73b |
completed | April 1, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69bac988819085202c02fc3312da |
completed | April 1, 2026, 12:41 a.m. |
Created at: March 30, 2026, 5:31 p.m.