Triple
T2495029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakand Division |
E52134
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Kohistani languages
The Kohistani languages are a group of closely related Indo-Aryan languages spoken primarily in the mountainous Kohistan and surrounding regions of northern Pakistan.
|
E272884
|
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: Kohistani languages | Statement: [Malakand Division, language, Kohistani languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kohistani languages Context triple: [Malakand Division, language, Kohistani languages]
-
A.
Nuristani languages
Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
-
B.
Pashayi languages
The Pashayi languages are a small group of closely related Indo-Aryan languages spoken primarily by ethnic Pashayi communities in eastern Afghanistan.
-
C.
Kalasha language
The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
-
D.
Khowar
Khowar is an Indo-Aryan language primarily spoken in the Chitral region of Pakistan and parts of neighboring areas, known for its rich oral tradition and distinct phonology.
-
E.
Pamir languages
The Pamir languages are a group of Eastern Iranian languages spoken primarily in the mountainous Pamir region of Tajikistan, Afghanistan, and surrounding areas.
- 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: Kohistani languages Triple: [Malakand Division, language, Kohistani languages]
Generated description
The Kohistani languages are a group of closely related Indo-Aryan languages spoken primarily in the mountainous Kohistan and surrounding regions of northern Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kohistani languages Target entity description: The Kohistani languages are a group of closely related Indo-Aryan languages spoken primarily in the mountainous Kohistan and surrounding regions of northern Pakistan.
-
A.
Nuristani languages
Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
-
B.
Pashayi languages
The Pashayi languages are a small group of closely related Indo-Aryan languages spoken primarily by ethnic Pashayi communities in eastern Afghanistan.
-
C.
Kalasha language
The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
-
D.
Khowar
Khowar is an Indo-Aryan language primarily spoken in the Chitral region of Pakistan and parts of neighboring areas, known for its rich oral tradition and distinct phonology.
-
E.
Pamir languages
The Pamir languages are a group of Eastern Iranian languages spoken primarily in the mountainous Pamir region of Tajikistan, Afghanistan, and surrounding areas.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd19541048190b9e39db119c20fe8 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f9608e48190825417943e8c4559 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af20aafd008190ad9fee7c154f8597 |
completed | March 9, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af2193102c81908f5fe1c899cc1a85 |
completed | March 9, 2026, 7:37 p.m. |
Created at: March 6, 2026, 9:45 p.m.