Triple

T5979548
Position Surface form Disambiguated ID Type / Status
Subject Monsanto Company E133083 entity
Predicate developed P73 FINISHED
Object Roundup Ready crops
Roundup Ready crops are genetically engineered plants designed to tolerate the herbicide glyphosate, allowing farmers to control weeds without damaging the crop.
 E558519 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: Roundup Ready crops | Statement: [Monsanto Company, developed, Roundup Ready crops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roundup Ready crops
Context triple: [Monsanto Company, developed, Roundup Ready crops]
  • A. 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.
  • B. 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.
  • C. CROP
    CROP is a coordinating body that brings together key regional intergovernmental organizations in the Pacific to harmonize policies and development efforts across the region.
  • D. 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.
  • E. Pioneer Hi-Bred Corn Company
    Pioneer Hi-Bred Corn Company is an agricultural seed company renowned for developing and commercializing hybrid corn varieties that revolutionized modern farming.
  • 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: Roundup Ready crops
Triple: [Monsanto Company, developed, Roundup Ready crops]
Generated description
Roundup Ready crops are genetically engineered plants designed to tolerate the herbicide glyphosate, allowing farmers to control weeds without damaging the crop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roundup Ready crops
Target entity description: Roundup Ready crops are genetically engineered plants designed to tolerate the herbicide glyphosate, allowing farmers to control weeds without damaging the crop.
  • A. 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.
  • B. 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.
  • C. CROP
    CROP is a coordinating body that brings together key regional intergovernmental organizations in the Pacific to harmonize policies and development efforts across the region.
  • D. 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.
  • E. Pioneer Hi-Bred Corn Company
    Pioneer Hi-Bred Corn Company is an agricultural seed company renowned for developing and commercializing hybrid corn varieties that revolutionized modern farming.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a40233081909c04f62ec0382bfd completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.