Triple
T7941416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rawalpindi District |
E184399
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Chakwal District
Chakwal District is an administrative district in Pakistan’s Punjab province, known for its predominantly rural landscape, agriculture, and significant military recruitment.
|
E727209
|
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: Chakwal District | Statement: [Rawalpindi District, borders, Chakwal District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chakwal District Context triple: [Rawalpindi District, borders, Chakwal District]
-
A.
Bahawalnagar district
Bahawalnagar district is an administrative region in Punjab, Pakistan, known for its agricultural economy and culturally diverse population.
-
B.
Attock District
Attock District is an administrative district in northern Punjab, Pakistan, known for its strategic location near the Indus River and the border with Khyber Pakhtunkhwa.
-
C.
Haripur District
Haripur District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for hosting major infrastructure such as the Tarbela Dam and for its mix of agricultural and hilly terrain.
-
D.
Nawabshah District
Nawabshah District is an administrative district in the Sindh province of Pakistan, known for its agricultural economy and the city of Nawabshah as its central hub.
-
E.
Sukkur District
Sukkur District is an administrative district in the Sindh province of Pakistan, centered on the city of Sukkur along the Indus River and known as a key regional hub for trade, transport, and irrigation.
- 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: Chakwal District Triple: [Rawalpindi District, borders, Chakwal District]
Generated description
Chakwal District is an administrative district in Pakistan’s Punjab province, known for its predominantly rural landscape, agriculture, and significant military recruitment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chakwal District Target entity description: Chakwal District is an administrative district in Pakistan’s Punjab province, known for its predominantly rural landscape, agriculture, and significant military recruitment.
-
A.
Bahawalnagar district
Bahawalnagar district is an administrative region in Punjab, Pakistan, known for its agricultural economy and culturally diverse population.
-
B.
Attock District
Attock District is an administrative district in northern Punjab, Pakistan, known for its strategic location near the Indus River and the border with Khyber Pakhtunkhwa.
-
C.
Haripur District
Haripur District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for hosting major infrastructure such as the Tarbela Dam and for its mix of agricultural and hilly terrain.
-
D.
Nawabshah District
Nawabshah District is an administrative district in the Sindh province of Pakistan, known for its agricultural economy and the city of Nawabshah as its central hub.
-
E.
Sukkur District
Sukkur District is an administrative district in the Sindh province of Pakistan, centered on the city of Sukkur along the Indus River and known as a key regional hub for trade, transport, and irrigation.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0c16b8819093c5d1719cd65ee3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc622b1d08190b8d840a58712ef3b |
completed | April 2, 2026, 1:28 a.m. |
| NEDg | Description generation | batch_69cdcb8cbd3c8190b467ecbcf55231e9 |
completed | April 2, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdccff097c819099a33612504468e1 |
completed | April 2, 2026, 1:57 a.m. |
Created at: March 30, 2026, 5:09 p.m.