Triple
T18658426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Punjab, Pakistan |
E456126
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object | Punjab Safe Cities Authority |
—
|
NE NERFINISHED |
How this triple was built (3 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: Punjab Safe Cities Authority | Statement: [Government of Punjab, Pakistan, hasAgency, Punjab Safe Cities Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab Safe Cities Authority Context triple: [Government of Punjab, Pakistan, hasAgency, Punjab Safe Cities Authority]
-
A.
Punjab Police
Punjab Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security across the Indian state of Punjab.
-
B.
Rawalpindi Development Authority
Rawalpindi Development Authority is a government planning and regulatory body responsible for urban development, land use, and infrastructure in the Rawalpindi region of Pakistan.
-
C.
Lahore City District Government
The Lahore City District Government is the local administrative authority responsible for municipal governance, public services, and development planning in the city of Lahore, Pakistan.
-
D.
Amritsar Municipal Corporation
Amritsar Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Amritsar, Punjab, India.
-
E.
Walled City of Lahore Authority
The Walled City of Lahore Authority is a government body in Punjab, Pakistan responsible for the conservation, management, and revitalization of Lahore’s historic walled city and its cultural heritage sites.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Punjab Safe Cities Authority Target entity description: Punjab Safe Cities Authority is a provincial public sector body in Punjab, Pakistan responsible for enhancing urban security and traffic management through integrated surveillance, communication, and emergency response systems.
-
A.
Punjab Police
Punjab Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security across the Indian state of Punjab.
-
B.
Rawalpindi Development Authority
Rawalpindi Development Authority is a government planning and regulatory body responsible for urban development, land use, and infrastructure in the Rawalpindi region of Pakistan.
-
C.
Lahore City District Government
The Lahore City District Government is the local administrative authority responsible for municipal governance, public services, and development planning in the city of Lahore, Pakistan.
-
D.
Amritsar Municipal Corporation
Amritsar Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Amritsar, Punjab, India.
-
E.
Walled City of Lahore Authority
The Walled City of Lahore Authority is a government body in Punjab, Pakistan responsible for the conservation, management, and revitalization of Lahore’s historic walled city and its cultural heritage sites.
- F. None of above. chosen
Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55087ae8081909cb4c0ce6c809d55 |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:48 a.m.