Triple

T695791
Position Surface form Disambiguated ID Type / Status
Subject Eli Whitney E13890 entity
Predicate notableWork P4 FINISHED
Object cotton gin
The cotton gin is a machine that rapidly separates cotton fibers from their seeds, revolutionizing cotton production and profoundly impacting the economy and slavery in the American South.
 E85533 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: cotton gin | Statement: [Eli Whitney, notableWork, cotton gin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: cotton gin
Context triple: [Eli Whitney, notableWork, cotton gin]
  • A. spinning jenny
    The spinning jenny was a multi-spindle spinning frame that dramatically increased yarn production and helped transform textile manufacturing during the early Industrial Revolution.
  • B. Watt steam engine
    The Watt steam engine was a vastly improved steam engine developed in the late 18th century that greatly increased efficiency and helped power the Industrial Revolution.
  • C. Eli Whitney
    Eli Whitney was an American inventor best known for creating the cotton gin, a device that revolutionized cotton processing and greatly impacted the Industrial Revolution.
  • D. James Hargreaves
    James Hargreaves was an 18th-century English weaver and inventor best known for creating the spinning jenny, a key innovation in the early Industrial Revolution.
  • E. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • 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: cotton gin
Triple: [Eli Whitney, notableWork, cotton gin]
Generated description
The cotton gin is a machine that rapidly separates cotton fibers from their seeds, revolutionizing cotton production and profoundly impacting the economy and slavery in the American South.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: cotton gin
Target entity description: The cotton gin is a machine that rapidly separates cotton fibers from their seeds, revolutionizing cotton production and profoundly impacting the economy and slavery in the American South.
  • A. spinning jenny
    The spinning jenny was a multi-spindle spinning frame that dramatically increased yarn production and helped transform textile manufacturing during the early Industrial Revolution.
  • B. Watt steam engine
    The Watt steam engine was a vastly improved steam engine developed in the late 18th century that greatly increased efficiency and helped power the Industrial Revolution.
  • C. Eli Whitney
    Eli Whitney was an American inventor best known for creating the cotton gin, a device that revolutionized cotton processing and greatly impacted the Industrial Revolution.
  • D. James Hargreaves
    James Hargreaves was an 18th-century English weaver and inventor best known for creating the spinning jenny, a key innovation in the early Industrial Revolution.
  • E. Cotton
    Cotton is a soft, natural fiber harvested from the seed pods of cotton plants and widely used in textiles and clothing.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0c5f51c8190acc4915099e4b384 completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dca9aa9c8190a113e782988aa7f8 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e70510908190bcbd1c46629d05f5 completed March 2, 2026, 7:37 p.m.
NED2 Entity disambiguation (via description) batch_69a60989aac08190a324c8d9889086f5 completed March 2, 2026, 10:04 p.m.
Created at: March 1, 2026, 7:36 p.m.