Triple

T3864074
Position Surface form Disambiguated ID Type / Status
Subject Maya Angelou E91806 entity
Predicate spouse P13 FINISHED
Object Tosh Angelos
Tosh Angelos was the first husband of writer and civil rights activist Maya Angelou, with whom she had her only child.
 E395451 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: Tosh Angelos | Statement: [Maya Angelou, spouse, Tosh Angelos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tosh Angelos
Context triple: [Maya Angelou, spouse, Tosh Angelos]
  • A. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • B. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • C. George Miliotes
    George Miliotes is a renowned master sommelier and wine expert best known for his influential work in restaurant wine programs and hospitality.
  • D. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • E. Alkis Papas
    Alkis Papas was the husband of renowned Greek actress and singer Irene Papas.
  • 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: Tosh Angelos
Triple: [Maya Angelou, spouse, Tosh Angelos]
Generated description
Tosh Angelos was the first husband of writer and civil rights activist Maya Angelou, with whom she had her only child.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tosh Angelos
Target entity description: Tosh Angelos was the first husband of writer and civil rights activist Maya Angelou, with whom she had her only child.
  • A. Andrew Vassiliadis
    Andrew Vassiliadis is an American businessman and sports executive best known for owning and leading the USL Championship soccer club San Diego Loyal SC.
  • B. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • C. George Miliotes
    George Miliotes is a renowned master sommelier and wine expert best known for his influential work in restaurant wine programs and hospitality.
  • D. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • E. Alkis Papas
    Alkis Papas was the husband of renowned Greek actress and singer Irene Papas.
  • 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3871d881909c6c8e6d08203801 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5123ad9188190a158721a6192cdae completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b51336c5f8819096b0b6cee47e48e3 completed March 14, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69b513b11dcc8190a2c2e3f27b4cf25e completed March 14, 2026, 7:52 a.m.
Created at: March 9, 2026, 3:19 p.m.