Triple
T18658414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Punjab, Pakistan |
E456126
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Punjab Livestock and Dairy Development Department |
—
|
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 Livestock and Dairy Development Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab Livestock and Dairy Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab Livestock and Dairy Development Department Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab Livestock and Dairy Development Department]
-
A.
Department of Agriculture, Punjab
The Department of Agriculture, Punjab is the state government agency responsible for formulating and implementing agricultural policies, programs, and services to support farmers and enhance agricultural productivity in Punjab, India.
-
B.
Department of Animal Husbandry and Dairying
The Department of Animal Husbandry and Dairying is an Indian government ministry responsible for policies, programs, and development related to livestock, dairy production, and animal welfare.
-
C.
National Dairy Development Board
The National Dairy Development Board is an Indian government organization that spearheaded the country’s dairy development and cooperative movement, most notably through the White Revolution.
-
D.
Agriculture Department Sindh
The Agriculture Department Sindh is a provincial government body responsible for formulating and implementing agricultural policies, development programs, and support services for farmers across Sindh, Pakistan.
-
E.
National Dairy Research Institute
The National Dairy Research Institute is India’s premier institution for dairy research, education, and technology development, playing a central role in advancing the country’s dairy industry.
- 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 Livestock and Dairy Development Department Target entity description: The Punjab Livestock and Dairy Development Department is a provincial government body in Pakistan responsible for promoting, regulating, and improving the livestock and dairy sectors in Punjab.
-
A.
Department of Agriculture, Punjab
The Department of Agriculture, Punjab is the state government agency responsible for formulating and implementing agricultural policies, programs, and services to support farmers and enhance agricultural productivity in Punjab, India.
-
B.
Department of Animal Husbandry and Dairying
The Department of Animal Husbandry and Dairying is an Indian government ministry responsible for policies, programs, and development related to livestock, dairy production, and animal welfare.
-
C.
National Dairy Development Board
The National Dairy Development Board is an Indian government organization that spearheaded the country’s dairy development and cooperative movement, most notably through the White Revolution.
-
D.
Agriculture Department Sindh
The Agriculture Department Sindh is a provincial government body responsible for formulating and implementing agricultural policies, development programs, and support services for farmers across Sindh, Pakistan.
-
E.
National Dairy Research Institute
The National Dairy Research Institute is India’s premier institution for dairy research, education, and technology development, playing a central role in advancing the country’s dairy industry.
- 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.