Triple

T8498175
Position Surface form Disambiguated ID Type / Status
Subject Trade Federation E201149 entity
Predicate speciesInLeadership P42775 FINISHED
Object Neimoidian
Neimoidians are an amphibious, green-skinned humanoid species in the Star Wars universe known for their mercantile culture, political scheming, and prominent control of the Trade Federation.
E740510 NE FINISHED

How this triple was built (5 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: Neimoidian | Statement: [Trade Federation, speciesInLeadership, Neimoidian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neimoidian
Context triple: [Trade Federation, speciesInLeadership, Neimoidian]
  • A. Rodians
    Rodians are a green-skinned, antennaed, reptilian humanoid species from the Star Wars universe, best known for their distinctive snouts and large multifaceted eyes.
  • B. Cato Neimoidia
    Cato Neimoidia is a wealthy, bridge-city-covered Neimoidian colony world in the Star Wars galaxy, known for its close ties to the Trade Federation and its role in the Clone Wars.
  • C. the Vidiians
    The Vidiians are a technologically advanced but morally compromised alien species in Star Trek: Voyager, infamous for harvesting organs from other beings to combat a devastating phage that ravages their bodies.
  • D. Tellarites
    Tellarites are a porcine-featured, argumentative humanoid species from the Star Trek universe, known as one of the founding members of the United Federation of Planets.
  • E. Gungans
    Gungans are an amphibious, technologically capable species from the Star Wars universe known for their underwater cities and distinctive speech patterns.
  • 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: Neimoidian
Triple: [Trade Federation, speciesInLeadership, Neimoidian]
Generated description
Neimoidians are an amphibious, green-skinned humanoid species in the Star Wars universe known for their mercantile culture, political scheming, and prominent control of the Trade Federation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neimoidian
Target entity description: Neimoidians are an amphibious, green-skinned humanoid species in the Star Wars universe known for their mercantile culture, political scheming, and prominent control of the Trade Federation.
  • A. Rodians
    Rodians are a green-skinned, antennaed, reptilian humanoid species from the Star Wars universe, best known for their distinctive snouts and large multifaceted eyes.
  • B. Cato Neimoidia
    Cato Neimoidia is a wealthy, bridge-city-covered Neimoidian colony world in the Star Wars galaxy, known for its close ties to the Trade Federation and its role in the Clone Wars.
  • C. the Vidiians
    The Vidiians are a technologically advanced but morally compromised alien species in Star Trek: Voyager, infamous for harvesting organs from other beings to combat a devastating phage that ravages their bodies.
  • D. Tellarites
    Tellarites are a porcine-featured, argumentative humanoid species from the Star Trek universe, known as one of the founding members of the United Federation of Planets.
  • E. Gungans
    Gungans are an amphibious, technologically capable species from the Star Wars universe known for their underwater cities and distinctive speech patterns.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: speciesInLeadership
Context triple: [Trade Federation, speciesInLeadership, Neimoidian]
  • A. mainLeaders
    Indicates that the referenced entities serve as the primary or most important leaders within a group, organization, or context.
  • B. constitutesLeadershipOf chosen
    Indicates that an entity forms or makes up the leadership of another entity, such as an organization, group, or body.
  • C. countryLeaderAssociated
    Indicates that there is a notable connection or involvement between a country’s leader and another entity, without specifying a formal role or specific type of relationship.
  • D. leadershipPosition
    Indicates that one entity holds a role of authority, guidance, or decision-making responsibility over others within an organization, group, or context.
  • E. followsLeadershipOf
    Indicates that one entity accepts and acts under the guidance, direction, or authority of another entity’s leadership.
  • F. None of above.

Provenance (6 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe583aebc819090345684bfa1fca2 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d1c2ce4819082c92484d3865edf completed April 2, 2026, 1:20 p.m.
NEDg Description generation batch_69ce6e66c5e48190badcc5e075892006 completed April 2, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f0cc434819089e78d24dfee5361 completed April 2, 2026, 1:28 p.m.
PD Predicate disambiguation batch_69cbd10a4b0881909e254117780dc823 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:14 p.m.