Triple
T6027185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Noakhali |
E134208
|
entity |
| Predicate | hasUpazila |
P68838
|
FINISHED |
| Object |
Begumganj Upazila
Begumganj Upazila is an administrative sub-district in Noakhali District of southeastern Bangladesh, known for its dense population and mixed rural-urban character.
|
E565728
|
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: Begumganj Upazila | Statement: [Noakhali, hasUpazila, Begumganj Upazila]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Begumganj Upazila Context triple: [Noakhali, hasUpazila, Begumganj Upazila]
-
A.
Ishwardi Upazila
Ishwardi Upazila is an administrative sub-district in western Bangladesh known for its agricultural significance and important railway junction.
-
B.
Manikganj District
Manikganj District is an administrative region in central Bangladesh, located in the Dhaka Division and known for its agricultural landscape and proximity to the Jamuna and Padma rivers.
-
C.
Noakhali Sadar Upazila
Noakhali Sadar Upazila is an administrative sub-district and the central hub of Noakhali District in southeastern Bangladesh.
-
D.
Jamalpur
Jamalpur is a city in central Bangladesh known as an important regional hub for agriculture and trade near the Jamuna River.
-
E.
Liaquatabad Town
Liaquatabad Town is a densely populated residential and commercial locality in Karachi, Pakistan, known for its bustling markets and central urban location.
- 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: Begumganj Upazila Triple: [Noakhali, hasUpazila, Begumganj Upazila]
Generated description
Begumganj Upazila is an administrative sub-district in Noakhali District of southeastern Bangladesh, known for its dense population and mixed rural-urban character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Begumganj Upazila Target entity description: Begumganj Upazila is an administrative sub-district in Noakhali District of southeastern Bangladesh, known for its dense population and mixed rural-urban character.
-
A.
Ishwardi Upazila
Ishwardi Upazila is an administrative sub-district in western Bangladesh known for its agricultural significance and important railway junction.
-
B.
Manikganj District
Manikganj District is an administrative region in central Bangladesh, located in the Dhaka Division and known for its agricultural landscape and proximity to the Jamuna and Padma rivers.
-
C.
Noakhali Sadar Upazila
Noakhali Sadar Upazila is an administrative sub-district and the central hub of Noakhali District in southeastern Bangladesh.
-
D.
Jamalpur
Jamalpur is a city in central Bangladesh known as an important regional hub for agriculture and trade near the Jamuna River.
-
E.
Liaquatabad Town
Liaquatabad Town is a densely populated residential and commercial locality in Karachi, Pakistan, known for its bustling markets and central urban location.
- 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_69c0087515148190a97475d412563865 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0560cdc308190b25ca8ecb42c4e4f |
completed | March 22, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11cefa21081909defda4da9278116 |
completed | March 23, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69c11d91ddec819088e0c3988a4ba5b4 |
completed | March 23, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11e2da4408190a0b32a2712cb77df |
completed | March 23, 2026, 11:04 a.m. |
Created at: March 22, 2026, 4:07 p.m.