Triple
T16760749
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habab dialect |
E407335
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Habab people
The Habab people are an ethnic group from the Horn of Africa, primarily in Eritrea, known for their distinct language variety and pastoralist traditions.
|
E1128886
|
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: Habab people | Statement: [Habab dialect, ethnicGroup, Habab people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Habab people Context triple: [Habab dialect, ethnicGroup, Habab people]
-
A.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
B.
Nawda people
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
-
C.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
D.
Ababda people
The Ababda people are an indigenous Beja-related ethnic group of the Eastern Desert region of Egypt and Sudan, traditionally known as semi-nomadic pastoralists and camel herders with a distinct Arabic-influenced culture and dialect.
-
E.
Jibbali people
The Jibbali people, also known as the Shehri, are an indigenous ethnic group of southern Oman who speak a Modern South Arabian language distinct from Arabic and maintain a traditional, often semi-nomadic culture in the Dhofar region.
- 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: Habab people Triple: [Habab dialect, ethnicGroup, Habab people]
Generated description
The Habab people are an ethnic group from the Horn of Africa, primarily in Eritrea, known for their distinct language variety and pastoralist traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Habab people Target entity description: The Habab people are an ethnic group from the Horn of Africa, primarily in Eritrea, known for their distinct language variety and pastoralist traditions.
-
A.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
B.
Nawda people
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
-
C.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
D.
Ababda people
chosen
The Ababda people are an indigenous Beja-related ethnic group of the Eastern Desert region of Egypt and Sudan, traditionally known as semi-nomadic pastoralists and camel herders with a distinct Arabic-influenced culture and dialect.
-
E.
Jibbali people
The Jibbali people, also known as the Shehri, are an indigenous ethnic group of southern Oman who speak a Modern South Arabian language distinct from Arabic and maintain a traditional, often semi-nomadic culture in the Dhofar region.
- F. None of above.
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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3abec638c81909d71ff452a4123c9 |
completed | April 18, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aaf7908481909af31fc2d02f33fb |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00abfe035881909330d356bb497229 |
completed | May 10, 2026, 4:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ac54a11c81909afe9244e9fe0656 |
completed | May 10, 2026, 4:03 p.m. |
Created at: April 10, 2026, 5:21 a.m.