Triple

T16875053
Position Surface form Disambiguated ID Type / Status
Subject PATH E421277 entity
Predicate fullName P16 FINISHED
Object Program for Appropriate Technology in Health
Program for Appropriate Technology in Health is a global nonprofit organization that develops and scales innovative health solutions to improve public health, particularly in low- and middle-income countries.
E1238130 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: Program for Appropriate Technology in Health | Statement: [PATH, fullName, Program for Appropriate Technology in Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Program for Appropriate Technology in Health
Context triple: [PATH, fullName, Program for Appropriate Technology in Health]
  • A. Access to Medicines Program
    The Access to Medicines Program is a Public Citizen initiative that advocates for affordable, equitable access to essential medicines worldwide by challenging high drug prices and restrictive pharmaceutical policies.
  • B. Partners In Health
    Partners In Health is a global health and social justice organization that delivers high-quality medical care to impoverished communities around the world and advocates for equitable health systems.
  • C. Bureau of Primary Health Care
    The Bureau of Primary Health Care is a division of the U.S. federal government that oversees and supports community-based health centers and programs to improve access to primary care for underserved populations.
  • D. The Partnership for Maternal, Newborn & Child Health
    The Partnership for Maternal, Newborn & Child Health is a global alliance of organizations working to improve the health and survival of women, infants, and children, particularly in low- and middle-income countries.
  • E. Centre for Collaboration with Systems for Health Planning Systems
    The Centre for Collaboration with Systems for Health Planning Systems is a specialized unit within the Norwegian Institute of Public Health focused on advancing health planning through systems-based research, collaboration, and decision-support tools.
  • 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: Program for Appropriate Technology in Health
Triple: [PATH, fullName, Program for Appropriate Technology in Health]
Generated description
Program for Appropriate Technology in Health is a global nonprofit organization that develops and scales innovative health solutions to improve public health, particularly in low- and middle-income countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Program for Appropriate Technology in Health
Target entity description: Program for Appropriate Technology in Health is a global nonprofit organization that develops and scales innovative health solutions to improve public health, particularly in low- and middle-income countries.
  • A. Access to Medicines Program
    The Access to Medicines Program is a Public Citizen initiative that advocates for affordable, equitable access to essential medicines worldwide by challenging high drug prices and restrictive pharmaceutical policies.
  • B. Partners In Health
    Partners In Health is a global health and social justice organization that delivers high-quality medical care to impoverished communities around the world and advocates for equitable health systems.
  • C. Bureau of Primary Health Care
    The Bureau of Primary Health Care is a division of the U.S. federal government that oversees and supports community-based health centers and programs to improve access to primary care for underserved populations.
  • D. The Partnership for Maternal, Newborn & Child Health
    The Partnership for Maternal, Newborn & Child Health is a global alliance of organizations working to improve the health and survival of women, infants, and children, particularly in low- and middle-income countries.
  • E. Centre for Collaboration with Systems for Health Planning Systems
    The Centre for Collaboration with Systems for Health Planning Systems is a specialized unit within the Norwegian Institute of Public Health focused on advancing health planning through systems-based research, collaboration, and decision-support tools.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f5290481909e0fd0af30935fcd completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b2e67c81908e2313491d16353f completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c332051c8190b086a6e29b8d9c61 completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c434d8f88190a71c1c4c8e475e33 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.