Triple

T8651734
Position Surface form Disambiguated ID Type / Status
Subject Tebu languages E205114 entity
Predicate hasAlternativeName P39 FINISHED
Object Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
E749761 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: Teda–Daza languages | Statement: [Tebu languages, hasAlternativeName, Teda–Daza languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Teda–Daza languages
Context triple: [Tebu languages, hasAlternativeName, Teda–Daza languages]
  • A. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • B. Takic languages
    Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
  • C. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • D. Daju languages
    The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
  • E. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • 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: Teda–Daza languages
Triple: [Tebu languages, hasAlternativeName, Teda–Daza languages]
Generated description
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Teda–Daza languages
Target entity description: The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
  • A. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • B. Takic languages
    Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
  • C. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • D. Daju languages
    The Daju languages are a small group of closely related Eastern Sudanic languages spoken primarily in parts of Sudan and Chad.
  • E. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484051b48190b1d0cc63426c204d completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccc95b588190b5e44c73cf93d18b completed April 2, 2026, 8:08 p.m.
NEDg Description generation batch_69cece1681288190a6c99407bc2f0bdd completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecec118ac81909fbcafe841354c32 completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:29 p.m.