Triple

T18370641
Position Surface form Disambiguated ID Type / Status
Subject Ferengi E446171 entity
Predicate organization P629 FINISHED
Object Ferengi Trade Guild
The Ferengi Trade Guild is a powerful commercial institution in the Star Trek universe that oversees and regulates Ferengi business practices and profit-driven activities.
E1325122 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: Ferengi Trade Guild | Statement: [Ferengi, organization, Ferengi Trade Guild]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferengi Trade Guild
Context triple: [Ferengi, organization, Ferengi Trade Guild]
  • A. Ferengi Alliance
    The Ferengi Alliance is the interstellar commercial empire of the Ferengi species in the Star Trek universe, governed by profit-driven laws and dominated by powerful merchant leaders.
  • B. Ferenginar
    Ferenginar is the rainy, swamp-covered planet in the Alpha Quadrant that serves as the capital world and economic center of the profit-obsessed Ferengi species in the Star Trek universe.
  • C. Ferengi
    The Ferengi are a fictional alien species in the Star Trek universe known for their hyper-capitalistic culture, obsession with profit, and distinctive large ears.
  • D. Hutt Cartel
    The Hutt Cartel is a powerful criminal syndicate led by the slug-like Hutt species that controls extensive smuggling, slavery, and underworld operations across the Star Wars galaxy.
  • E. Klingon Defense Force
    The Klingon Defense Force is the primary military organization of the Klingon Empire in the Star Trek universe, known for its warrior culture, honor-bound traditions, and aggressive spacefaring operations.
  • 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: Ferengi Trade Guild
Triple: [Ferengi, organization, Ferengi Trade Guild]
Generated description
The Ferengi Trade Guild is a powerful commercial institution in the Star Trek universe that oversees and regulates Ferengi business practices and profit-driven activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferengi Trade Guild
Target entity description: The Ferengi Trade Guild is a powerful commercial institution in the Star Trek universe that oversees and regulates Ferengi business practices and profit-driven activities.
  • A. Ferengi Alliance
    The Ferengi Alliance is the interstellar commercial empire of the Ferengi species in the Star Trek universe, governed by profit-driven laws and dominated by powerful merchant leaders.
  • B. Ferenginar
    Ferenginar is the rainy, swamp-covered planet in the Alpha Quadrant that serves as the capital world and economic center of the profit-obsessed Ferengi species in the Star Trek universe.
  • C. Ferengi
    The Ferengi are a fictional alien species in the Star Trek universe known for their hyper-capitalistic culture, obsession with profit, and distinctive large ears.
  • D. Hutt Cartel
    The Hutt Cartel is a powerful criminal syndicate led by the slug-like Hutt species that controls extensive smuggling, slavery, and underworld operations across the Star Wars galaxy.
  • E. Klingon Defense Force
    The Klingon Defense Force is the primary military organization of the Klingon Empire in the Star Trek universe, known for its warrior culture, honor-bound traditions, and aggressive spacefaring operations.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5175324e48190a00572e15423feb7 completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fcdca188190abea6661ab8673ab completed May 13, 2026, 5:44 a.m.
NEDg Description generation batch_6a041252d17c81908d61ff0e2ba0dfaa completed May 13, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0412ee06a08190b8cbd84611d12fad completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 10:44 a.m.