Triple
T13216442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marwari language |
E314628
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | Tharparkar region |
E382607
|
NE FINISHED |
How this triple was built (2 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: Tharparkar region | Statement: [Marwari language, spokenIn, Tharparkar region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tharparkar region Context triple: [Marwari language, spokenIn, Tharparkar region]
-
A.
Tharparkar District
chosen
Tharparkar District is a region in southeastern Sindh, Pakistan, known for its vast Thar Desert landscape, arid climate, and culturally rich rural communities.
-
B.
Multan Division
Multan Division is an administrative division in the Punjab province of Pakistan, centered on the historic city of Multan and known for its cultural, economic, and agricultural significance.
-
C.
Sahiwal Division
Sahiwal Division is an administrative division in the Punjab province of Pakistan, comprising several districts and serving as a regional hub for governance, education, and agriculture.
-
D.
Gojal region
The Gojal region is a remote, mountainous area in northern Pakistan’s Hunza Valley, known for its dramatic Karakoram landscapes, high-altitude villages, and proximity to the China–Pakistan border.
-
E.
Upper Sindh Frontier
Upper Sindh Frontier was a historical frontier region in northern Sindh, in present-day Pakistan, that served as a strategic boundary area during the Talpur and early British colonial periods.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806aee7308190b70a237ba2a6e3e1 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf28c9c819080d7b42d20f579d1 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff1ebf648190a27d11b3dc494446 |
completed | May 3, 2026, 7:54 a.m. |
Created at: April 9, 2026, 9:18 p.m.