Triple
T11510693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irrigation Department Khyber Pakhtunkhwa |
E272899
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Agriculture Department Khyber Pakhtunkhwa |
E272901
|
NE FINISHED |
How this triple was built (2 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: Agriculture Department Khyber Pakhtunkhwa | Statement: [Irrigation Department Khyber Pakhtunkhwa, collaboratesWith, Agriculture Department Khyber Pakhtunkhwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agriculture Department Khyber Pakhtunkhwa Context triple: [Irrigation Department Khyber Pakhtunkhwa, collaboratesWith, Agriculture Department Khyber Pakhtunkhwa]
-
A.
Agriculture Department Khyber Pakhtunkhwa
chosen
The Agriculture Department Khyber Pakhtunkhwa is a provincial government body in Pakistan responsible for formulating and implementing policies, programs, and services to support agricultural development and farmers in the Khyber Pakhtunkhwa region.
-
B.
Irrigation Department Khyber Pakhtunkhwa
The Irrigation Department Khyber Pakhtunkhwa is a provincial government agency in Pakistan responsible for managing water resources, irrigation infrastructure, and related flood control within the Khyber Pakhtunkhwa province.
-
C.
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.
-
D.
Finance Department Khyber Pakhtunkhwa
The Finance Department Khyber Pakhtunkhwa is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Khyber Pakhtunkhwa province.
-
E.
Environment and Forest Department Khyber Pakhtunkhwa
The Environment and Forest Department Khyber Pakhtunkhwa is a provincial government body in Pakistan responsible for environmental protection, natural resource management, and forestry conservation within Khyber Pakhtunkhwa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db65eb081908613a1002c6a4fb4 |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e625055dfc81909a87418a3ed40027 |
completed | April 20, 2026, 1:07 p.m. |
Created at: April 8, 2026, 9:36 p.m.