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.