Triple
T2684644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bannu Division |
E57454
|
entity |
| Predicate | containsAdministrativeUnit |
P3892
|
FINISHED |
| Object |
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.
|
E318441
|
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: Lakki Marwat District | Statement: [Bannu Division, containsAdministrativeUnit, Lakki Marwat District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakki Marwat District Context triple: [Bannu Division, containsAdministrativeUnit, Lakki Marwat 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.
Shikarpur District
Shikarpur District is a historic administrative region in the Sindh province of present-day Pakistan, known for its role as a commercial and cultural center, especially during the British colonial period.
-
C.
Malir District
Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
-
D.
Jaghori District
Jaghori District is a predominantly Hazara-inhabited district in Ghazni Province, central Afghanistan, known for its relatively high levels of education and civil society activity compared to many other rural Afghan areas.
-
E.
Thatta District
Thatta District is an administrative district in the Sindh province of Pakistan, known for its historical city of Thatta and numerous archaeological and cultural heritage sites.
- 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: Lakki Marwat District Triple: [Bannu Division, containsAdministrativeUnit, Lakki Marwat District]
Generated description
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakki Marwat District Target entity description: Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
-
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.
Shikarpur District
Shikarpur District is a historic administrative region in the Sindh province of present-day Pakistan, known for its role as a commercial and cultural center, especially during the British colonial period.
-
C.
Malir District
Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
-
D.
Jaghori District
Jaghori District is a predominantly Hazara-inhabited district in Ghazni Province, central Afghanistan, known for its relatively high levels of education and civil society activity compared to many other rural Afghan areas.
-
E.
Thatta District
Thatta District is an administrative district in the Sindh province of Pakistan, known for its historical city of Thatta and numerous archaeological and cultural heritage sites.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9edba5c8190b86d6cba0f1964e2 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12dfe893c81909c79ea6cffb5bae6 |
completed | March 11, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 6, 2026, 9:54 p.m.