Triple
T7999150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamabad Wildlife Management Board |
E186200
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Ministry of Climate Change, Pakistan
The Ministry of Climate Change, Pakistan is a federal government body responsible for formulating and implementing national policies and strategies on climate change, environmental protection, and sustainable development across the country.
|
E703939
|
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: Ministry of Climate Change, Pakistan | Statement: [Islamabad Wildlife Management Board, collaboratesWith, Ministry of Climate Change, Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Climate Change, Pakistan Context triple: [Islamabad Wildlife Management Board, collaboratesWith, Ministry of Climate Change, Pakistan]
-
A.
Sindh Environment, Climate Change and Coastal Development Department
The Sindh Environment, Climate Change and Coastal Development Department is a provincial government body in Pakistan responsible for environmental protection, climate change policy, and the sustainable management of coastal areas in Sindh.
-
B.
Directorate General of Climate Change Control
The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
-
C.
Pakistan Meteorological Department
The Pakistan Meteorological Department is the national agency responsible for weather forecasting, climate monitoring, and seismological services across Pakistan.
-
D.
Ministry of Interior of Pakistan
The Ministry of Interior of Pakistan is the federal government body responsible for internal security, law and order, immigration, and oversight of key paramilitary and law enforcement agencies across the country.
-
E.
Ministry of Maritime Affairs Pakistan
The Ministry of Maritime Affairs Pakistan is the federal government body responsible for formulating and overseeing national policies related to ports, shipping, and the broader maritime sector in Pakistan.
- 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: Ministry of Climate Change, Pakistan Triple: [Islamabad Wildlife Management Board, collaboratesWith, Ministry of Climate Change, Pakistan]
Generated description
The Ministry of Climate Change, Pakistan is a federal government body responsible for formulating and implementing national policies and strategies on climate change, environmental protection, and sustainable development across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Climate Change, Pakistan Target entity description: The Ministry of Climate Change, Pakistan is a federal government body responsible for formulating and implementing national policies and strategies on climate change, environmental protection, and sustainable development across the country.
-
A.
Sindh Environment, Climate Change and Coastal Development Department
The Sindh Environment, Climate Change and Coastal Development Department is a provincial government body in Pakistan responsible for environmental protection, climate change policy, and the sustainable management of coastal areas in Sindh.
-
B.
Directorate General of Climate Change Control
The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
-
C.
Pakistan Meteorological Department
The Pakistan Meteorological Department is the national agency responsible for weather forecasting, climate monitoring, and seismological services across Pakistan.
-
D.
Ministry of Interior of Pakistan
The Ministry of Interior of Pakistan is the federal government body responsible for internal security, law and order, immigration, and oversight of key paramilitary and law enforcement agencies across the country.
-
E.
Ministry of Natural Resources, Environment and Climate Change
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
- 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_69ca82aaaf24819084b94d18f699ba53 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c9a12788190a5607a538f4e07c1 |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe114372c819086f06e184d5ebde2 |
completed | March 31, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69cbe440a66c8190a5d5b417fb5082b7 |
completed | March 31, 2026, 3:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc338a1c48819086ece073e04e8fa6 |
completed | March 31, 2026, 8:50 p.m. |
Created at: March 30, 2026, 5:17 p.m.