Triple
T2917129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nawabshah |
E78632
|
entity |
| Predicate | formerNameOfDistrict |
P43887
|
FINISHED |
| Object |
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.
|
E353263
|
NE FINISHED |
How this triple was built (5 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: Nawabshah District | Statement: [Nawabshah, formerNameOfDistrict, Nawabshah District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nawabshah District Context triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Peshawar District
Peshawar District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, centered on the historic city of Peshawar, a major cultural and economic hub of the region.
- 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: Nawabshah District Triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nawabshah District Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Peshawar District
Peshawar District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, centered on the historic city of Peshawar, a major cultural and economic hub of the region.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerNameOfDistrict Context triple: [Nawabshah, formerNameOfDistrict, Nawabshah District]
-
A.
formerDistrict
Indicates that one entity previously served as a district of another entity but no longer holds that status.
-
B.
formerMunicipalityOf
Indicates that an entity was previously an independent municipality that has since been merged into or replaced by the referenced municipality.
-
C.
formerName
Indicates that an entity was previously known by a different name in the past.
-
D.
formerRegionBefore2016
Indicates that an entity was recognized as a region prior to the year 2016 but no longer holds that regional status after 2016.
-
E.
hasFormerStreetName
Indicates that an entity (such as a street or place) was previously known by a different street name.
- F. None of above. chosen
Provenance (7 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97fd89d88190bc7db4b39058ae3a |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b334049c5c8190b870e790795cbec4 |
completed | March 12, 2026, 9:45 p.m. |
| NEDg | Description generation | batch_69b337d7daf081909e5112f49a2aa2f2 |
completed | March 12, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b338eb22e4819094e9344aa5decb18 |
completed | March 12, 2026, 10:06 p.m. |
| PD | Predicate disambiguation | batch_69ad9603ddd88190b8bf91bc7517cc21 |
completed | March 8, 2026, 3:30 p.m. |
| PDg | Predicate description generation | batch_69ad97f520208190a4dc43372004555f |
completed | March 8, 2026, 3:38 p.m. |
Created at: March 8, 2026, 2:53 p.m.