Triple

T10199989
Position Surface form Disambiguated ID Type / Status
Subject Tigray People's Liberation Front E238856 entity
Predicate keyLeader P1520 FINISHED
Object Sebhat Nega
Sebhat Nega is an Ethiopian politician and founding member of the Tigray People's Liberation Front, long influential in the country's Tigrayan and national politics.
E847305 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: Sebhat Nega | Statement: [Tigray People's Liberation Front, keyLeader, Sebhat Nega]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sebhat Nega
Context triple: [Tigray People's Liberation Front, keyLeader, Sebhat Nega]
  • A. Negades
    Negades is a traditional stone-built mountain village in the Zagori region of Epirus, northwestern Greece, known for its historic architecture and scenic setting.
  • B. Sebennytos
    Sebennytos was an ancient Egyptian city in the Nile Delta that served as the hometown and royal seat of the 30th Dynasty pharaoh Nectanebo I.
  • C. Neshnabémwen
    Neshnabémwen is the Indigenous language of the Potawatomi people, belonging to the Algonquian language family and traditionally spoken in the Great Lakes region of North America.
  • D. Negt
    Negt is the surname of Oskar Negt, a prominent German philosopher and social theorist known for his work on critical theory and public sphere concepts.
  • E. The Negative
    The Negative is a seminal photography book by Ansel Adams that explores the technical and artistic control of the photographic negative, particularly through his Zone System.
  • 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: Sebhat Nega
Triple: [Tigray People's Liberation Front, keyLeader, Sebhat Nega]
Generated description
Sebhat Nega is an Ethiopian politician and founding member of the Tigray People's Liberation Front, long influential in the country's Tigrayan and national politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sebhat Nega
Target entity description: Sebhat Nega is an Ethiopian politician and founding member of the Tigray People's Liberation Front, long influential in the country's Tigrayan and national politics.
  • A. Negades
    Negades is a traditional stone-built mountain village in the Zagori region of Epirus, northwestern Greece, known for its historic architecture and scenic setting.
  • B. Sebennytos
    Sebennytos was an ancient Egyptian city in the Nile Delta that served as the hometown and royal seat of the 30th Dynasty pharaoh Nectanebo I.
  • C. Neshnabémwen
    Neshnabémwen is the Indigenous language of the Potawatomi people, belonging to the Algonquian language family and traditionally spoken in the Great Lakes region of North America.
  • D. Negt
    Negt is the surname of Oskar Negt, a prominent German philosopher and social theorist known for his work on critical theory and public sphere concepts.
  • E. The Negative
    The Negative is a seminal photography book by Ansel Adams that explores the technical and artistic control of the photographic negative, particularly through his Zone System.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3f3bac8190a63a81edffe7cda7 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317f40f0c8190a3d966c934cc20f7 completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d3188886908190ba0a5539ce942980 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d31c4fb8288190bbc6b3d4a79dafb1 completed April 6, 2026, 2:37 a.m.
Created at: March 30, 2026, 9:14 p.m.