Triple

T19282994
Position Surface form Disambiguated ID Type / Status
Subject Sir Fred Hollows E482235 entity
Predicate spouse P13 FINISHED
Object Gabi Hollows
Gabi Hollows is an Australian orthoptist and humanitarian known for continuing the eye-care and blindness-prevention work of her late husband, ophthalmologist Fred Hollows.
E1368285 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: Gabi Hollows | Statement: [Sir Fred Hollows, spouse, Gabi Hollows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gabi Hollows
Context triple: [Sir Fred Hollows, spouse, Gabi Hollows]
  • A. Gabriella Wright
    Gabriella Wright is a French-English actress and model known for her roles in film and television, including appearances in action and thriller movies.
  • B. Gabi Diamond
    Gabi Diamond is the quirky, ambitious young chef protagonist of the sitcom "Young & Hungry," known for her comedic misadventures in love and career.
  • C. Gabi Wilson
    Gabi Wilson, better known by her stage name H.E.R., is an American R&B singer-songwriter and multi-instrumentalist acclaimed for her soulful vocals and introspective, emotionally rich music.
  • D. Hana Gibson
    Hana Gibson is a key member of the Fugitive Task Force on the TV series "FBI: Most Wanted," known for her expertise in intelligence analysis and tech-driven investigations.
  • E. Lacey Gibbons
    Lacey Gibbons is the central protagonist of the novel "Stolen," around whom the story’s primary conflicts and developments revolve.
  • 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: Gabi Hollows
Triple: [Sir Fred Hollows, spouse, Gabi Hollows]
Generated description
Gabi Hollows is an Australian orthoptist and humanitarian known for continuing the eye-care and blindness-prevention work of her late husband, ophthalmologist Fred Hollows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gabi Hollows
Target entity description: Gabi Hollows is an Australian orthoptist and humanitarian known for continuing the eye-care and blindness-prevention work of her late husband, ophthalmologist Fred Hollows.
  • A. Gabriella Wright
    Gabriella Wright is a French-English actress and model known for her roles in film and television, including appearances in action and thriller movies.
  • B. Gabi Diamond
    Gabi Diamond is the quirky, ambitious young chef protagonist of the sitcom "Young & Hungry," known for her comedic misadventures in love and career.
  • C. Gabi Wilson
    Gabi Wilson, better known by her stage name H.E.R., is an American R&B singer-songwriter and multi-instrumentalist acclaimed for her soulful vocals and introspective, emotionally rich music.
  • D. Hana Gibson
    Hana Gibson is a key member of the Fugitive Task Force on the TV series "FBI: Most Wanted," known for her expertise in intelligence analysis and tech-driven investigations.
  • E. Lacey Gibbons
    Lacey Gibbons is the central protagonist of the novel "Stolen," around whom the story’s primary conflicts and developments revolve.
  • 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fbffda78819088bf8dbc61756831 completed April 20, 2026, 10:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e7e2b7881909e3461175f8b3c8c completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070f8b626c819083a31123cd6035cf completed May 15, 2026, 12:20 p.m.
NED2 Entity disambiguation (via description) batch_6a071018f61881908ace460b83dac186 completed May 15, 2026, 12:22 p.m.
Created at: April 10, 2026, 1:30 p.m.