Triple

T1799335
Position Surface form Disambiguated ID Type / Status
Subject Foundation E39678 entity
Predicate containsStory P6847 FINISHED
Object The Traders
"The Traders" is a science fiction story set in Isaac Asimov's Foundation universe, focusing on the role of independent merchants in spreading the influence of the Foundation through trade and technology.
E200995 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: The Traders | Statement: [Foundation, containsStory, The Traders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Traders
Context triple: [Foundation, containsStory, The Traders]
  • A. Traders
    Traders are individuals or entities that buy and sell financial instruments, commodities, or goods in markets to profit from price movements or arbitrage opportunities.
  • B. Court of Abundance
    The Court of Abundance was a grand, ornamentally designed courtyard at the Panama–Pacific International Exposition in San Francisco, celebrated for its elaborate sculptures and symbolic celebration of prosperity and fertility.
  • C. The Feather Merchants
    The Feather Merchants is a humorous novel by American writer Max Shulman, known for its satirical take on postwar American life and military bureaucracy.
  • D. the Traitorous Eight
    The Traitorous Eight were a group of engineers who left Shockley Semiconductor in 1957 to found Fairchild Semiconductor, a pivotal company in the birth of Silicon Valley.
  • E. The Guild
    The Guild is a network of leading European research-intensive universities that collaborates to influence higher education and research policy and promote excellence in scholarship.
  • 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: The Traders
Triple: [Foundation, containsStory, The Traders]
Generated description
"The Traders" is a science fiction story set in Isaac Asimov's Foundation universe, focusing on the role of independent merchants in spreading the influence of the Foundation through trade and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Traders
Target entity description: "The Traders" is a science fiction story set in Isaac Asimov's Foundation universe, focusing on the role of independent merchants in spreading the influence of the Foundation through trade and technology.
  • A. Traders
    Traders are individuals or entities that buy and sell financial instruments, commodities, or goods in markets to profit from price movements or arbitrage opportunities.
  • B. Court of Abundance
    The Court of Abundance was a grand, ornamentally designed courtyard at the Panama–Pacific International Exposition in San Francisco, celebrated for its elaborate sculptures and symbolic celebration of prosperity and fertility.
  • C. The Feather Merchants
    The Feather Merchants is a humorous novel by American writer Max Shulman, known for its satirical take on postwar American life and military bureaucracy.
  • D. the Traitorous Eight
    The Traitorous Eight were a group of engineers who left Shockley Semiconductor in 1957 to found Fairchild Semiconductor, a pivotal company in the birth of Silicon Valley.
  • E. The Guild
    The Guild is a network of leading European research-intensive universities that collaborates to influence higher education and research policy and promote excellence in scholarship.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6569b2e48190a56cf48160796d2e completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.