Triple

T7856092
Position Surface form Disambiguated ID Type / Status
Subject United States Standards for Grades of Cotton E182377 entity
Predicate relatedTo P37 FINISHED
Object USDA cotton classification services
USDA cotton classification services are official quality assessment and grading programs that evaluate U.S. cotton using standardized criteria to support fair marketing, pricing, and trade.
E182377 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: USDA cotton classification services | Statement: [United States Standards for Grades of Cotton, relatedTo, USDA cotton classification services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USDA cotton classification services
Context triple: [United States Standards for Grades of Cotton, relatedTo, USDA cotton classification services]
  • A. United States Standards for Grades of Cotton
    United States Standards for Grades of Cotton are federally established quality classifications that define and regulate the grading of cotton in the U.S. for marketing and trade purposes.
  • B. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • C. Cotton Market
    Cotton Market is a historic commercial area traditionally associated with the trade and sale of cotton and related goods.
  • D. Cotton collection catalogue
    The Cotton collection catalogue is the scholarly inventory that systematically describes and organizes the manuscripts and documents in Sir Robert Cotton’s renowned Cottonian Library, now part of the British Library.
  • E. Cotton MS Vitellius A XV
    Cotton MS Vitellius A XV is the famous medieval manuscript in the British Library that contains the only surviving copy of the Old English epic poem Beowulf, along with other important texts.
  • 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: USDA cotton classification services
Triple: [United States Standards for Grades of Cotton, relatedTo, USDA cotton classification services]
Generated description
USDA cotton classification services are official quality assessment and grading programs that evaluate U.S. cotton using standardized criteria to support fair marketing, pricing, and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USDA cotton classification services
Target entity description: USDA cotton classification services are official quality assessment and grading programs that evaluate U.S. cotton using standardized criteria to support fair marketing, pricing, and trade.
  • A. United States Standards for Grades of Cotton chosen
    United States Standards for Grades of Cotton are federally established quality classifications that define and regulate the grading of cotton in the U.S. for marketing and trade purposes.
  • B. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • C. Cotton Market
    Cotton Market is a historic commercial area traditionally associated with the trade and sale of cotton and related goods.
  • D. Cotton collection catalogue
    The Cotton collection catalogue is the scholarly inventory that systematically describes and organizes the manuscripts and documents in Sir Robert Cotton’s renowned Cottonian Library, now part of the British Library.
  • E. Cotton MS Vitellius A XV
    Cotton MS Vitellius A XV is the famous medieval manuscript in the British Library that contains the only surviving copy of the Old English epic poem Beowulf, along with other important texts.
  • F. None of above.

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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a74592c8190b42f298e3e33617b completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b2e2980819083369668938bae9c completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:52 p.m.