Triple

T6922337
Position Surface form Disambiguated ID Type / Status
Subject Tadaksahak language E160217 entity
Predicate ethnicity P194 FINISHED
Object Tadaksahak
Tadaksahak are a semi-nomadic ethnic group of the Sahara, primarily in Mali and Niger, known for their unique blend of Tuareg and Songhay cultural and linguistic heritage.
 E628569 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: Tadaksahak | Statement: [Tadaksahak language, ethnicity, Tadaksahak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tadaksahak
Context triple: [Tadaksahak language, ethnicity, Tadaksahak]
  • A. Tahkuna
    Tahkuna is a coastal settlement in northern Estonia, located on Hiiumaa Island and known for its proximity to the historic Tahkuna Lighthouse.
  • B. Taznatit
    Taznatit is a Berber language whose features have influenced the development and structure of the Korandje language.
  • C. Tuktukan
    Tuktukan is a barangay (village-level administrative division) in the city of Taguig in Metro Manila, Philippines.
  • D. Sivaraksa
    Sivaraksa is the surname of Sulak Sivaraksa, a prominent Thai social activist, intellectual, and proponent of engaged Buddhism.
  • E. Tadukhipa
    Tadukhipa was a Mitanni princess who became a queen of Egypt during the 18th Dynasty, likely as a wife of Amenhotep III and later associated with his successor Akhenaten.
  • 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: Tadaksahak
Triple: [Tadaksahak language, ethnicity, Tadaksahak]
Generated description
Tadaksahak are a semi-nomadic ethnic group of the Sahara, primarily in Mali and Niger, known for their unique blend of Tuareg and Songhay cultural and linguistic heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tadaksahak
Target entity description: Tadaksahak are a semi-nomadic ethnic group of the Sahara, primarily in Mali and Niger, known for their unique blend of Tuareg and Songhay cultural and linguistic heritage.
  • A. Tahkuna
    Tahkuna is a coastal settlement in northern Estonia, located on Hiiumaa Island and known for its proximity to the historic Tahkuna Lighthouse.
  • B. Taznatit
    Taznatit is a Berber language whose features have influenced the development and structure of the Korandje language.
  • C. Tuktukan
    Tuktukan is a barangay (village-level administrative division) in the city of Taguig in Metro Manila, Philippines.
  • D. Sivaraksa
    Sivaraksa is the surname of Sulak Sivaraksa, a prominent Thai social activist, intellectual, and proponent of engaged Buddhism.
  • E. Tadukhipa
    Tadukhipa was a Mitanni princess who became a queen of Egypt during the 18th Dynasty, likely as a wife of Amenhotep III and later associated with his successor Akhenaten.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fd159c819092a69d1a24e22dd5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75137dd848190b35ff72725f886ba completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751ebf4f48190bb206dd9c1d8bc7b completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:26 p.m.