Triple
T2343726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashkun language |
E45083
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Ashkun people
The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
|
E262159
|
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: Ashkun people | Statement: [Ashkun language, spokenBy, Ashkun people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashkun people Context triple: [Ashkun language, spokenBy, Ashkun people]
-
A.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
B.
Tübatulabal people
The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
-
C.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
D.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
E.
Shilha people
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
- 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: Ashkun people Triple: [Ashkun language, spokenBy, Ashkun people]
Generated description
The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashkun people Target entity description: The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
-
A.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
B.
Tübatulabal people
The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
-
C.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
D.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
E.
Shilha people
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6ae33e881909a81a0c0def59059 |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3c116088190b15fd12d5ac75594 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb43a78f88190a152c8fa83823202 |
completed | March 9, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb4a713508190a9b06ba88364d4d4 |
completed | March 9, 2026, 11:53 a.m. |
Created at: March 4, 2026, 7:52 p.m.