Triple
T2638327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chadian Arabic |
E62800
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Shuwa Arab communities |
E5830
|
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: Shuwa Arab communities | Statement: [Chadian Arabic, usedBy, Shuwa Arab communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shuwa Arab communities Context triple: [Chadian Arabic, usedBy, Shuwa Arab communities]
-
A.
Bedouin communities
Bedouin communities are traditionally nomadic Arab groups known for their pastoral lifestyle, tribal social structures, and deep cultural roots in desert regions of the Middle East and North Africa.
-
B.
Arabs
chosen
Arabs are a diverse ethnolinguistic group originating from the Arabian Peninsula and surrounding regions, united primarily by the Arabic language and a shared cultural and historical heritage.
-
C.
Gulf Arab Americans
Gulf Arab Americans are U.S. residents and citizens of Arab ancestry from the Persian Gulf region, including countries such as Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates.
-
D.
Afro-Asian communities
Afro-Asian communities are ethnically mixed populations with both African and Asian ancestry, formed through historical migration, trade, and cultural exchange across Africa and Asia.
-
E.
Asiri people
The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8e470ac8190bd0d6de6805afcd0 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b628748190bdbb23f1d85bc3fd |
completed | March 10, 2026, 3:32 a.m. |
Created at: March 6, 2026, 9:53 p.m.