Triple

T10042994
Position Surface form Disambiguated ID Type / Status
Subject Ethiopian Semitic E205341 entity
Predicate majorLanguage P207 FINISHED
Object Zay
Zay is a lesser-known Ethiopian Semitic language spoken by the Zay people, primarily around Lake Ziway in central Ethiopia.
 E837591 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: Zay | Statement: [Ethiopian Semitic, majorLanguage, Zay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zay
Context triple: [Ethiopian Semitic, majorLanguage, Zay]
  • A. Zay
    Zay is the surname of Jean Zay, a notable French politician and Minister of National Education and Fine Arts during the 1930s.
  • B. Zaya
    Zaya is a central human character in the fantasy film "Gods of Egypt," known for her devotion to Bek and her pivotal role in motivating the gods' struggle against Set.
  • C. Zaya Wade
    Zaya Wade is an American transgender youth and LGBTQ+ advocate known publicly as the daughter of former NBA star Dwyane Wade.
  • D. Zaza
    Zaza is an Iranian ethnic group primarily inhabiting eastern Turkey, known for speaking the Zazaki language and maintaining distinct cultural traditions.
  • E. Zane
    Zane is a masculine given name of various origins, often considered a variant of John or a surname-turned-first-name in English-speaking countries.
  • 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: Zay
Triple: [Ethiopian Semitic, majorLanguage, Zay]
Generated description
Zay is a lesser-known Ethiopian Semitic language spoken by the Zay people, primarily around Lake Ziway in central Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zay
Target entity description: Zay is a lesser-known Ethiopian Semitic language spoken by the Zay people, primarily around Lake Ziway in central Ethiopia.
  • A. Zay
    Zay is the surname of Jean Zay, a notable French politician and Minister of National Education and Fine Arts during the 1930s.
  • B. Zaya
    Zaya is a central human character in the fantasy film "Gods of Egypt," known for her devotion to Bek and her pivotal role in motivating the gods' struggle against Set.
  • C. Zaya Wade
    Zaya Wade is an American transgender youth and LGBTQ+ advocate known publicly as the daughter of former NBA star Dwyane Wade.
  • D. Zaza
    Zaza is an Iranian ethnic group primarily inhabiting eastern Turkey, known for speaking the Zazaki language and maintaining distinct cultural traditions.
  • E. Zane
    Zane is a masculine given name of various origins, often considered a variant of John or a surname-turned-first-name in English-speaking countries.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf60a2208190846e57b5f5649307 completed April 2, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28278235c8190a5e833a9586bd3f5 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:55 p.m.