Triple
T8370098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kel Tagelmust |
E197430
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object |
Kel Ahaggar
Kel Ahaggar are a major Tuareg confederation traditionally inhabiting the Hoggar (Ahaggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and historic control of Saharan trade routes.
|
E757548
|
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: Kel Ahaggar | Statement: [Kel Tagelmust, relatedEthnicGroup, Kel Ahaggar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kel Ahaggar Context triple: [Kel Tagelmust, relatedEthnicGroup, Kel Ahaggar]
-
A.
Margalla Hills
Margalla Hills is a picturesque hill range in northern Pakistan that forms part of the Himalayan foothills and serves as a popular recreational and hiking area near Islamabad.
-
B.
Munda Pahad
Munda Pahad is a scenic hill and trekking spot on South Andaman Island known for its forested trail and panoramic coastal views, especially at sunrise and sunset.
-
C.
Tarak Ridge
Tarak Ridge is a popular hiking and camping destination on Mount Mariveles in Bataan, Philippines, known for its challenging trails and scenic mountain and sea views.
-
D.
Saltoro Ridge
Saltoro Ridge is a strategically significant mountain range in the eastern Karakoram, forming part of the disputed Siachen region between India and Pakistan.
-
E.
Gele Mountain
Gele Mountain is a scenic and historically significant mountain area in Chongqing, China, known for its natural landscapes and former wartime sites.
- 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: Kel Ahaggar Triple: [Kel Tagelmust, relatedEthnicGroup, Kel Ahaggar]
Generated description
Kel Ahaggar are a major Tuareg confederation traditionally inhabiting the Hoggar (Ahaggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and historic control of Saharan trade routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kel Ahaggar Target entity description: Kel Ahaggar are a major Tuareg confederation traditionally inhabiting the Hoggar (Ahaggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and historic control of Saharan trade routes.
-
A.
Margalla Hills
Margalla Hills is a picturesque hill range in northern Pakistan that forms part of the Himalayan foothills and serves as a popular recreational and hiking area near Islamabad.
-
B.
Munda Pahad
Munda Pahad is a scenic hill and trekking spot on South Andaman Island known for its forested trail and panoramic coastal views, especially at sunrise and sunset.
-
C.
Tarak Ridge
Tarak Ridge is a popular hiking and camping destination on Mount Mariveles in Bataan, Philippines, known for its challenging trails and scenic mountain and sea views.
-
D.
Saltoro Ridge
Saltoro Ridge is a strategically significant mountain range in the eastern Karakoram, forming part of the disputed Siachen region between India and Pakistan.
-
E.
Gele Mountain
Gele Mountain is a scenic and historically significant mountain area in Chongqing, China, known for its natural landscapes and former wartime sites.
- 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a400888190bef114052f3c4f76 |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf5127db38819087d5ba71b6064998 |
completed | April 3, 2026, 5:33 a.m. |
| NEDg | Description generation | batch_69cf5378c3f48190a4180c20aecb2260 |
completed | April 3, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf5471e9c08190963b7f1d6c2ceffe |
completed | April 3, 2026, 5:47 a.m. |
Created at: March 30, 2026, 6:01 p.m.