Triple

T16350766
Position Surface form Disambiguated ID Type / Status
Subject Hage Geingob E397054 entity
Predicate spouse P13 FINISHED
Object Loini Geingos
Loini Geingos is a Namibian businesswoman and the widow of the late President Hage Geingob.
 E1208628 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: Loini Geingos | Statement: [Hage Geingob, spouse, Loini Geingos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loini Geingos
Context triple: [Hage Geingob, spouse, Loini Geingos]
  • A. Brice Hortefeux
    Brice Hortefeux is a French conservative politician who has held several ministerial posts, including Minister of the Interior, and is a close ally of former President Nicolas Sarkozy.
  • B. Jaap de Hoop Scheffer
    Jaap de Hoop Scheffer is a Dutch politician and diplomat best known for serving as Secretary General of NATO and as the Netherlands’ Minister of Foreign Affairs.
  • C. Herman Van Rompuy
    Herman Van Rompuy is a Belgian politician who served as the first full-time President of the European Council and previously as Prime Minister of Belgium.
  • D. Boris Eustache
    Boris Eustache is the son of French filmmaker Jean Eustache, known mainly in relation to his father's life and work.
  • E. Felice Timmermans
    Felice Timmermans is a notable individual associated with the Timmermans family name, recognized as a distinguished bearer of that surname.
  • 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: Loini Geingos
Triple: [Hage Geingob, spouse, Loini Geingos]
Generated description
Loini Geingos is a Namibian businesswoman and the widow of the late President Hage Geingob.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loini Geingos
Target entity description: Loini Geingos is a Namibian businesswoman and the widow of the late President Hage Geingob.
  • A. Brice Hortefeux
    Brice Hortefeux is a French conservative politician who has held several ministerial posts, including Minister of the Interior, and is a close ally of former President Nicolas Sarkozy.
  • B. Jaap de Hoop Scheffer
    Jaap de Hoop Scheffer is a Dutch politician and diplomat best known for serving as Secretary General of NATO and as the Netherlands’ Minister of Foreign Affairs.
  • C. Herman Van Rompuy
    Herman Van Rompuy is a Belgian politician who served as the first full-time President of the European Council and previously as Prime Minister of Belgium.
  • D. Boris Eustache
    Boris Eustache is the son of French filmmaker Jean Eustache, known mainly in relation to his father's life and work.
  • E. Felice Timmermans
    Felice Timmermans is a notable individual associated with the Timmermans family name, recognized as a distinguished bearer of that surname.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2facb37d0819093fe45446f1e79c1 completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002db6375c81908c64dbe2bc987b1a completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a00304d7c888190a018d865eb51f0a0 completed May 10, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_6a00309ceba88190a982b439a1e72e78 completed May 10, 2026, 7:15 a.m.
Created at: April 10, 2026, 5:07 a.m.