Triple

T3762833
Position Surface form Disambiguated ID Type / Status
Subject Omotic languages E82601 entity
Predicate majorLanguage P207 FINISHED
Object Mao
Mao is an Omotic language spoken in southwestern Ethiopia, known for its complex tonal system and classification within the Afroasiatic language family.
E386666 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: Mao | Statement: [Omotic languages, majorLanguage, Mao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mao
Context triple: [Omotic languages, majorLanguage, Mao]
  • A. Mao
    Mao is a common Chinese surname borne by numerous historical and contemporary figures across politics, culture, and society.
  • B. Mao Zedong
    Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
  • C. Mao Zejian
    Mao Zejian was a lesser-known member of the Mao family who was involved in early Chinese revolutionary activities and was executed at a young age.
  • D. Mao II
    Mao II is a 1991 novel by Don DeLillo that explores themes of terrorism, mass media, and the diminishing power of the individual writer in a spectacle-driven world.
  • E. Mao Zemin
    Mao Zemin was a Chinese Communist revolutionary and politician, and the younger brother of Mao Zedong, who held key financial and logistical roles in the early Chinese Communist Party before being executed in Xinjiang in 1943.
  • 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: Mao
Triple: [Omotic languages, majorLanguage, Mao]
Generated description
Mao is an Omotic language spoken in southwestern Ethiopia, known for its complex tonal system and classification within the Afroasiatic language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mao
Target entity description: Mao is an Omotic language spoken in southwestern Ethiopia, known for its complex tonal system and classification within the Afroasiatic language family.
  • A. Mao
    Mao is a common Chinese surname borne by numerous historical and contemporary figures across politics, culture, and society.
  • B. Mao Zedong
    Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
  • C. Mao Zejian
    Mao Zejian was a lesser-known member of the Mao family who was involved in early Chinese revolutionary activities and was executed at a young age.
  • D. Mao II
    Mao II is a 1991 novel by Don DeLillo that explores themes of terrorism, mass media, and the diminishing power of the individual writer in a spectacle-driven world.
  • E. Mao Zemin
    Mao Zemin was a Chinese Communist revolutionary and politician, and the younger brother of Mao Zedong, who held key financial and logistical roles in the early Chinese Communist Party before being executed in Xinjiang in 1943.
  • 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_69adcbfa44ac819082f2c895d96c9170 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.