Triple
T7641862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalat |
E173027
|
entity |
| Predicate | borderingAdministrativeUnit |
P224
|
FINISHED |
| Object |
Khuzdar District
Khuzdar District is an administrative district in central Balochistan, Pakistan, known for its rugged terrain and strategic location along key regional routes.
|
E684321
|
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: Khuzdar District | Statement: [Kalat, borderingAdministrativeUnit, Khuzdar District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khuzdar District Context triple: [Kalat, borderingAdministrativeUnit, Khuzdar District]
-
A.
Kurram District
Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
-
B.
Dera Bugti District
Dera Bugti District is an administrative district in the Balochistan province of Pakistan, known for its significant natural gas reserves and tribal dynamics.
-
C.
Jamshoro District
Jamshoro District is an administrative district in the Sindh province of Pakistan, known for hosting major educational institutions and lying along the Indus River near Hyderabad and Karachi.
-
D.
Killa Saifullah District
Killa Saifullah District is an administrative district in northern Balochistan, Pakistan, known for its predominantly Pashtun population and rugged, mountainous terrain.
-
E.
Lakki Marwat District
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
- 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: Khuzdar District Triple: [Kalat, borderingAdministrativeUnit, Khuzdar District]
Generated description
Khuzdar District is an administrative district in central Balochistan, Pakistan, known for its rugged terrain and strategic location along key regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khuzdar District Target entity description: Khuzdar District is an administrative district in central Balochistan, Pakistan, known for its rugged terrain and strategic location along key regional routes.
-
A.
Kurram District
Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
-
B.
Dera Bugti District
Dera Bugti District is an administrative district in the Balochistan province of Pakistan, known for its significant natural gas reserves and tribal dynamics.
-
C.
Jamshoro District
Jamshoro District is an administrative district in the Sindh province of Pakistan, known for hosting major educational institutions and lying along the Indus River near Hyderabad and Karachi.
-
D.
Killa Saifullah District
Killa Saifullah District is an administrative district in northern Balochistan, Pakistan, known for its predominantly Pashtun population and rugged, mountainous terrain.
-
E.
Lakki Marwat District
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
- 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_69c6995360188190968ee57b72a1627f |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6facefbe08190882bd76cf3cd605e |
completed | March 27, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b4f48de88190b9cf40bfb1a26323 |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b6cad09881908daae14565848a4f |
completed | March 29, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b71b84308190ba8f6b9dc668645a |
completed | March 29, 2026, 5:22 a.m. |
Created at: March 27, 2026, 3:58 p.m.