Triple

T16350765
Position Surface form Disambiguated ID Type / Status
Subject Hage Geingob E397054 entity
Predicate spouse P13 FINISHED
Object Monica Geingos
Monica Geingos is a Namibian lawyer, businesswoman, and former First Lady of Namibia known for her work in finance, governance, and social development initiatives.
E1208627 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: Monica Geingos | Statement: [Hage Geingob, spouse, Monica Geingos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monica Geingos
Context triple: [Hage Geingob, spouse, Monica Geingos]
  • A. Monica Loughman
    Monica Loughman is an Irish-based ballerina and ballet teacher known for her work in promoting and developing classical ballet in Ireland.
  • B. Christine Woods
    Christine Woods is an American actress known for her roles in television series such as "FlashForward" and "Hello Ladies," as well as various film and stage appearances.
  • C. Sara Lownds
    Sara Lownds is an American former model and the first wife of musician Bob Dylan, known for her influence on some of his most celebrated 1960s work.
  • D. Bryony Kimmings
    Bryony Kimmings is a British performance artist, writer, and filmmaker known for her bold, autobiographical work that often tackles mental health, feminism, and social issues, including co-writing the film "Last Christmas."
  • E. Fiona Campbell-Walter
    Fiona Campbell-Walter is a New Zealand-born former fashion model and socialite who became a European baroness through her marriage into the wealthy Thyssen-Bornemisza family.
  • 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: Monica Geingos
Triple: [Hage Geingob, spouse, Monica Geingos]
Generated description
Monica Geingos is a Namibian lawyer, businesswoman, and former First Lady of Namibia known for her work in finance, governance, and social development initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monica Geingos
Target entity description: Monica Geingos is a Namibian lawyer, businesswoman, and former First Lady of Namibia known for her work in finance, governance, and social development initiatives.
  • A. Monica Loughman
    Monica Loughman is an Irish-based ballerina and ballet teacher known for her work in promoting and developing classical ballet in Ireland.
  • B. Christine Woods
    Christine Woods is an American actress known for her roles in television series such as "FlashForward" and "Hello Ladies," as well as various film and stage appearances.
  • C. Sara Lownds
    Sara Lownds is an American former model and the first wife of musician Bob Dylan, known for her influence on some of his most celebrated 1960s work.
  • D. Bryony Kimmings
    Bryony Kimmings is a British performance artist, writer, and filmmaker known for her bold, autobiographical work that often tackles mental health, feminism, and social issues, including co-writing the film "Last Christmas."
  • E. Fiona Campbell-Walter
    Fiona Campbell-Walter is a New Zealand-born former fashion model and socialite who became a European baroness through her marriage into the wealthy Thyssen-Bornemisza family.
  • 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.