Triple

T19282988
Position Surface form Disambiguated ID Type / Status
Subject Sir Fred Hollows E482235 entity
Predicate notableProject P4 FINISHED
Object National Trachoma and Eye Health Program
The National Trachoma and Eye Health Program was a landmark Australian public health initiative that dramatically reduced trachoma and preventable blindness, particularly in Aboriginal and Torres Strait Islander communities.
E1368283 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: National Trachoma and Eye Health Program | Statement: [Sir Fred Hollows, notableProject, National Trachoma and Eye Health Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Trachoma and Eye Health Program
Context triple: [Sir Fred Hollows, notableProject, National Trachoma and Eye Health Program]
  • A. Trachoma Control Program
    The Trachoma Control Program is a Carter Center initiative focused on eliminating trachoma, a leading cause of preventable blindness, through community-based treatment, surgery, hygiene promotion, and environmental improvements.
  • B. African Programme for Onchocerciasis Control
    The African Programme for Onchocerciasis Control was a World Health Organization initiative aimed at eliminating river blindness in African countries through large-scale, community-directed treatment and vector control.
  • C. Onchocerciasis Elimination Program for the Americas
    The Onchocerciasis Elimination Program for the Americas is a regional public health initiative aimed at eliminating river blindness in Latin American countries through sustained mass drug administration, surveillance, and vector control efforts.
  • D. River Blindness Program
    The River Blindness Program is a Carter Center initiative dedicated to eliminating river blindness (onchocerciasis) through mass drug administration, health education, and community-based disease control in affected regions.
  • E. Vision 2020 policy
    Vision 2020 policy is a long-term national development blueprint introduced in Malaysia to transform the country into a fully developed and industrialized nation by the year 2020.
  • 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: National Trachoma and Eye Health Program
Triple: [Sir Fred Hollows, notableProject, National Trachoma and Eye Health Program]
Generated description
The National Trachoma and Eye Health Program was a landmark Australian public health initiative that dramatically reduced trachoma and preventable blindness, particularly in Aboriginal and Torres Strait Islander communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Trachoma and Eye Health Program
Target entity description: The National Trachoma and Eye Health Program was a landmark Australian public health initiative that dramatically reduced trachoma and preventable blindness, particularly in Aboriginal and Torres Strait Islander communities.
  • A. Trachoma Control Program
    The Trachoma Control Program is a Carter Center initiative focused on eliminating trachoma, a leading cause of preventable blindness, through community-based treatment, surgery, hygiene promotion, and environmental improvements.
  • B. African Programme for Onchocerciasis Control
    The African Programme for Onchocerciasis Control was a World Health Organization initiative aimed at eliminating river blindness in African countries through large-scale, community-directed treatment and vector control.
  • C. Onchocerciasis Elimination Program for the Americas
    The Onchocerciasis Elimination Program for the Americas is a regional public health initiative aimed at eliminating river blindness in Latin American countries through sustained mass drug administration, surveillance, and vector control efforts.
  • D. River Blindness Program
    The River Blindness Program is a Carter Center initiative dedicated to eliminating river blindness (onchocerciasis) through mass drug administration, health education, and community-based disease control in affected regions.
  • E. Vision 2020 policy
    Vision 2020 policy is a long-term national development blueprint introduced in Malaysia to transform the country into a fully developed and industrialized nation by the year 2020.
  • 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.