Triple
T4594186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford Institute for Innovation in Developing Economies |
E103567
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Seed Transformation Program
The Seed Transformation Program is a Stanford-led business leadership and growth initiative designed to help entrepreneurs in developing economies scale their companies and drive regional economic development.
|
E455545
|
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: Seed Transformation Program | Statement: [Stanford Institute for Innovation in Developing Economies, offers, Seed Transformation Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seed Transformation Program Context triple: [Stanford Institute for Innovation in Developing Economies, offers, Seed Transformation Program]
-
A.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
B.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
-
C.
National Transformation Program
The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
-
D.
Harnessing Plants Initiative
The Harnessing Plants Initiative is a scientific program led by plant biologist Joanne Chory that aims to engineer crops to capture and store more carbon in the soil to help mitigate climate change.
-
E.
evergreen revolution
The evergreen revolution is an agricultural development concept that seeks to sustainably increase farm productivity without ecological harm, emphasizing environmentally friendly practices and long-term food security.
- 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: Seed Transformation Program Triple: [Stanford Institute for Innovation in Developing Economies, offers, Seed Transformation Program]
Generated description
The Seed Transformation Program is a Stanford-led business leadership and growth initiative designed to help entrepreneurs in developing economies scale their companies and drive regional economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seed Transformation Program Target entity description: The Seed Transformation Program is a Stanford-led business leadership and growth initiative designed to help entrepreneurs in developing economies scale their companies and drive regional economic development.
-
A.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
B.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
-
C.
National Transformation Program
The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
-
D.
Harnessing Plants Initiative
The Harnessing Plants Initiative is a scientific program led by plant biologist Joanne Chory that aims to engineer crops to capture and store more carbon in the soil to help mitigate climate change.
-
E.
evergreen revolution
The evergreen revolution is an agricultural development concept that seeks to sustainably increase farm productivity without ecological harm, emphasizing environmentally friendly practices and long-term food security.
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd593e115081909b11149e02fe4ef3 |
completed | March 20, 2026, 2:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0d7fce08190ac1e81b789a8242a |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bdf01ae4848190a1db1801a35aa687 |
completed | March 21, 2026, 1:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdf06f79488190812e7c55d2456d51 |
completed | March 21, 2026, 1:12 a.m. |
Created at: March 20, 2026, 1:11 p.m.