Triple

T1525292
Position Surface form Disambiguated ID Type / Status
Subject Malala Fund E32321 entity
Predicate usesProgram P6928 FINISHED
Object Gulmakai Network
The Gulmakai Network is a Malala Fund initiative that supports and connects local education advocates and organizations working to advance girls’ secondary education in regions where it is most at risk.
E174296 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: Gulmakai Network | Statement: [Malala Fund, usesProgram, Gulmakai Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulmakai Network
Context triple: [Malala Fund, usesProgram, Gulmakai Network]
  • A. Haqqani network
    The Haqqani network is a powerful Islamist militant group based in Afghanistan and Pakistan, closely aligned with the Taliban and known for high-profile attacks and a significant role in the Taliban’s military and security apparatus.
  • B. Magalhães Network
    Magalhães Network is an academic consortium that promotes cooperation, mobility, and exchange programs among universities in Ibero-America and Europe, particularly in engineering and related fields.
  • C. T’ai Federation
    The T’ai Federation was an autonomous Tai ethnic polity in northwestern Vietnam under French colonial rule that fielded forces alongside the French during the First Indochina War.
  • D. Kapor
    Kapor is the surname of Mitchell Kapor, an American entrepreneur best known for founding the software company Lotus Development Corporation.
  • E. Khashuri
    Khashuri is a town in central Georgia that serves as an important regional transport hub and gateway between eastern and western parts of the country.
  • 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: Gulmakai Network
Triple: [Malala Fund, usesProgram, Gulmakai Network]
Generated description
The Gulmakai Network is a Malala Fund initiative that supports and connects local education advocates and organizations working to advance girls’ secondary education in regions where it is most at risk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulmakai Network
Target entity description: The Gulmakai Network is a Malala Fund initiative that supports and connects local education advocates and organizations working to advance girls’ secondary education in regions where it is most at risk.
  • A. Haqqani network
    The Haqqani network is a powerful Islamist militant group based in Afghanistan and Pakistan, closely aligned with the Taliban and known for high-profile attacks and a significant role in the Taliban’s military and security apparatus.
  • B. Magalhães Network
    Magalhães Network is an academic consortium that promotes cooperation, mobility, and exchange programs among universities in Ibero-America and Europe, particularly in engineering and related fields.
  • C. T’ai Federation
    The T’ai Federation was an autonomous Tai ethnic polity in northwestern Vietnam under French colonial rule that fielded forces alongside the French during the First Indochina War.
  • D. Kapor
    Kapor is the surname of Mitchell Kapor, an American entrepreneur best known for founding the software company Lotus Development Corporation.
  • E. Khashuri
    Khashuri is a town in central Georgia that serves as an important regional transport hub and gateway between eastern and western parts of the country.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61f7bb60819094774ecc632255de completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2953c5308190984d20f62b7303fd completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a1742d48190a82c1fc8c81d5c21 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2aa092b08190930f1c39d963861b completed March 8, 2026, 7:52 a.m.
Created at: March 4, 2026, 7:26 p.m.