Triple
T8080549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Police Service |
E188601
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
Public Order Policing
Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
|
E710556
|
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: Public Order Policing | Statement: [South African Police Service, hasUnit, Public Order Policing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Order Policing Context triple: [South African Police Service, hasUnit, Public Order Policing]
-
A.
Public Order Unit
The Public Order Unit is a specialized division of the City of London Police responsible for managing large-scale events, protests, and incidents that pose risks to public safety and order.
-
B.
Police Law
Police Law is a Japanese statute that defines the organization, authority, and operation of the country’s police system.
-
C.
Public Security Police
The Public Security Police is Portugal’s national civil law enforcement agency responsible for maintaining public order, preventing crime, and ensuring citizen safety in urban areas.
-
D.
Public Order and Riot Squad
The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
-
E.
Public Security Sector
The Public Security Sector is a major division of Egypt’s internal security apparatus responsible for maintaining public order, combating crime, and overseeing general law enforcement operations nationwide.
- 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: Public Order Policing Triple: [South African Police Service, hasUnit, Public Order Policing]
Generated description
Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Order Policing Target entity description: Public Order Policing is a specialized unit responsible for managing crowds, protests, and large public events to prevent and respond to unrest while maintaining public safety and order.
-
A.
Public Order Unit
The Public Order Unit is a specialized division of the City of London Police responsible for managing large-scale events, protests, and incidents that pose risks to public safety and order.
-
B.
Police Law
Police Law is a Japanese statute that defines the organization, authority, and operation of the country’s police system.
-
C.
Public Security Police
The Public Security Police is Portugal’s national civil law enforcement agency responsible for maintaining public order, preventing crime, and ensuring citizen safety in urban areas.
-
D.
Public Order and Riot Squad
The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
-
E.
Public Security Sector
The Public Security Sector is a major division of Egypt’s internal security apparatus responsible for maintaining public order, combating crime, and overseeing general law enforcement operations nationwide.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63f79ac08190af49e77bee67921d |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651d340c819089306bac7110f57a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc666ecc04819092ee4cc035dde627 |
completed | April 1, 2026, 12:27 a.m. |
Created at: March 30, 2026, 5:28 p.m.