Triple

T3762874
Position Surface form Disambiguated ID Type / Status
Subject Sidamo E82602 entity
Predicate closelyRelatedTo P37 FINISHED
Object Hadiyya language
The Hadiyya language is a Highland East Cushitic language spoken by the Hadiya people of southern Ethiopia.
E386671 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: Hadiyya language | Statement: [Sidamo, closelyRelatedTo, Hadiyya language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hadiyya language
Context triple: [Sidamo, closelyRelatedTo, Hadiyya language]
  • A. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • B. Ghomara language
    The Ghomara language is a lesser-known Berber language spoken by the Ghomara people in northern Morocco.
  • C. Kabba language
    Kabba is a Niger-Congo language of the Adamawa–Ubangi branch spoken primarily in the Central African Republic.
  • D. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • E. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • 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: Hadiyya language
Triple: [Sidamo, closelyRelatedTo, Hadiyya language]
Generated description
The Hadiyya language is a Highland East Cushitic language spoken by the Hadiya people of southern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hadiyya language
Target entity description: The Hadiyya language is a Highland East Cushitic language spoken by the Hadiya people of southern Ethiopia.
  • A. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • B. Ghomara language
    The Ghomara language is a lesser-known Berber language spoken by the Ghomara people in northern Morocco.
  • C. Kabba language
    Kabba is a Niger-Congo language of the Adamawa–Ubangi branch spoken primarily in the Central African Republic.
  • D. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • E. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e51acd0c81909a675e525ece6d1b completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e8d7b6d48190a56c3d1921bb2088 completed March 14, 2026, 4:49 a.m.
NED2 Entity disambiguation (via description) batch_69b4e966a5648190a449fbb23c39f905 completed March 14, 2026, 4:51 a.m.
Created at: March 8, 2026, 3:35 p.m.