Triple
T294327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commonwealth of Learning |
E6059
|
entity |
| Predicate | hasProgramme |
P6928
|
FINISHED |
| Object |
Lifelong Learning for Farmers
Lifelong Learning for Farmers is an educational initiative that provides farmers with continuous access to knowledge, skills, and information and communication technologies to improve their livelihoods and agricultural practices.
|
E37914
|
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: Lifelong Learning for Farmers | Statement: [Commonwealth of Learning, hasProgramme, Lifelong Learning for Farmers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lifelong Learning for Farmers Context triple: [Commonwealth of Learning, hasProgramme, Lifelong Learning for Farmers]
-
A.
Successful Farming
Successful Farming is a long-running American agricultural magazine providing news, advice, and resources for farmers and rural communities.
-
B.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
-
C.
Lifelong Learning Machines program
The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
-
D.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
E.
class S – Agriculture
Class S – Agriculture is the section of the Library of Congress Classification system that organizes and categorizes works related to farming, agricultural sciences, and related rural industries.
- 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: Lifelong Learning for Farmers Triple: [Commonwealth of Learning, hasProgramme, Lifelong Learning for Farmers]
Generated description
Lifelong Learning for Farmers is an educational initiative that provides farmers with continuous access to knowledge, skills, and information and communication technologies to improve their livelihoods and agricultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lifelong Learning for Farmers Target entity description: Lifelong Learning for Farmers is an educational initiative that provides farmers with continuous access to knowledge, skills, and information and communication technologies to improve their livelihoods and agricultural practices.
-
A.
Successful Farming
Successful Farming is a long-running American agricultural magazine providing news, advice, and resources for farmers and rural communities.
-
B.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
-
C.
Lifelong Learning Machines program
The Lifelong Learning Machines program is a DARPA research initiative aimed at developing AI systems that can continuously learn and adapt from experience in dynamic, real-world environments.
-
D.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
E.
class S – Agriculture
Class S – Agriculture is the section of the Library of Congress Classification system that organizes and categorizes works related to farming, agricultural sciences, and related rural industries.
- 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_69a2e79114b081909490b3bf5a5dbb51 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2e978420881908488df342a7d5e90 |
completed | Feb. 28, 2026, 1:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a5d514388190ac0f748a406ae43e |
completed | March 1, 2026, 2:35 a.m. |
| NEDg | Description generation | batch_69a3a63b33408190bea3a099165d1233 |
completed | March 1, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3a69b4e488190ae092d6989c75556 |
completed | March 1, 2026, 2:38 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.