Triple

T3909924
Position Surface form Disambiguated ID Type / Status
Subject Gurage languages E87295 entity
Predicate hasLanguage P15 FINISHED
Object Dobbi language
The Dobbi language is an Ethiopian Semitic language spoken by the Gurage people as part of the broader Gurage language group.
 E397421 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: Dobbi language | Statement: [Gurage languages, hasLanguage, Dobbi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dobbi language
Context triple: [Gurage languages, hasLanguage, Dobbi language]
  • A. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • B. Hobyot language
    Hobyot is a critically endangered Modern South Arabian language spoken by small communities in eastern Yemen and western Oman.
  • C. Lobi language
    The Lobi language is a Gur language spoken primarily by the Lobi people in parts of Burkina Faso, Côte d’Ivoire, and Ghana.
  • D. Dawan language
    The Dawan language is an Austronesian language spoken primarily in West Timor, Indonesia, by the Atoni people.
  • E. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • 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: Dobbi language
Triple: [Gurage languages, hasLanguage, Dobbi language]
Generated description
The Dobbi language is an Ethiopian Semitic language spoken by the Gurage people as part of the broader Gurage language group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dobbi language
Target entity description: The Dobbi language is an Ethiopian Semitic language spoken by the Gurage people as part of the broader Gurage language group.
  • A. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • B. Hobyot language
    Hobyot is a critically endangered Modern South Arabian language spoken by small communities in eastern Yemen and western Oman.
  • C. Lobi language
    The Lobi language is a Gur language spoken primarily by the Lobi people in parts of Burkina Faso, Côte d’Ivoire, and Ghana.
  • D. Dawan language
    The Dawan language is an Austronesian language spoken primarily in West Timor, Indonesia, by the Atoni people.
  • E. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • 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_69aed9424514819086e9c58adde6652d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed14d6d08190b74757eb9288fe4d completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51cb1b194819093b88d3f37ae51d9 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d8510c08190a88a1a8f044b3c59 completed March 14, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69b51e0e9df08190959bc5cb7084d8a5 completed March 14, 2026, 8:36 a.m.
Created at: March 9, 2026, 3:22 p.m.