Triple
T11510611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Planning and Development Department Khyber Pakhtunkhwa |
E272897
|
entity |
| Predicate | usesInstrument |
P933
|
FINISHED |
| Object |
Annual Development Programme of Khyber Pakhtunkhwa
The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
|
E272894
|
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: Annual Development Programme of Khyber Pakhtunkhwa | Statement: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual Development Programme of Khyber Pakhtunkhwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Annual Development Programme of Khyber Pakhtunkhwa Context triple: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual Development Programme of Khyber Pakhtunkhwa]
-
A.
Planning and Development Department Khyber Pakhtunkhwa
The Planning and Development Department Khyber Pakhtunkhwa is the provincial government body responsible for formulating development policies, coordinating public sector projects, and overseeing socio-economic planning in Pakistan’s Khyber Pakhtunkhwa province.
-
B.
Government of Khyber Pakhtunkhwa
The Government of Khyber Pakhtunkhwa is the provincial administrative and political authority responsible for governing Pakistan’s Khyber Pakhtunkhwa province, headed by a Chief Minister and a Governor under the framework of the country’s constitution.
-
C.
Establishment Department Khyber Pakhtunkhwa
The Establishment Department Khyber Pakhtunkhwa is a key provincial government body responsible for managing civil service affairs, including appointments, postings, and administrative policies in the Khyber Pakhtunkhwa province of Pakistan.
-
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.
Planning Commission of Pakistan
The Planning Commission of Pakistan is a key federal institution responsible for formulating the country’s development plans, economic policies, and long-term growth strategies.
- 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: Annual Development Programme of Khyber Pakhtunkhwa Triple: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual Development Programme of Khyber Pakhtunkhwa]
Generated description
The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Annual Development Programme of Khyber Pakhtunkhwa Target entity description: The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
-
A.
Planning and Development Department Khyber Pakhtunkhwa
The Planning and Development Department Khyber Pakhtunkhwa is the provincial government body responsible for formulating development policies, coordinating public sector projects, and overseeing socio-economic planning in Pakistan’s Khyber Pakhtunkhwa province.
-
B.
Government of Khyber Pakhtunkhwa
The Government of Khyber Pakhtunkhwa is the provincial administrative and political authority responsible for governing Pakistan’s Khyber Pakhtunkhwa province, headed by a Chief Minister and a Governor under the framework of the country’s constitution.
-
C.
Establishment Department Khyber Pakhtunkhwa
The Establishment Department Khyber Pakhtunkhwa is a key provincial government body responsible for managing civil service affairs, including appointments, postings, and administrative policies in the Khyber Pakhtunkhwa province of Pakistan.
-
D.
Finance Department Khyber Pakhtunkhwa
chosen
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.
Planning Commission of Pakistan
The Planning Commission of Pakistan is a key federal institution responsible for formulating the country’s development plans, economic policies, and long-term growth strategies.
- F. None of above.
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_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_69e6852a23688190a3fe8e5508435661 |
completed | April 20, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69e68ce8d7988190a0dd3abe5f2afc97 |
completed | April 20, 2026, 8:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7a31b4081909b06bc9b6d0a1617 |
completed | April 20, 2026, 11:32 p.m. |
Created at: April 8, 2026, 9:36 p.m.