Triple

T1952127
Position Surface form Disambiguated ID Type / Status
Subject T'Challa E42180 entity
Predicate teamLeaderOf P3234 FINISHED
Object Wakandan forces
Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
E219143 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: Wakandan forces | Statement: [T'Challa, teamLeaderOf, Wakandan forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wakandan forces
Context triple: [T'Challa, teamLeaderOf, Wakandan forces]
  • A. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • B. North Guard
    North Guard is a prominent high-elevation peak in California’s Sierra Nevada, known for its rugged alpine terrain and challenging mountaineering routes.
  • C. Hmong forces
    Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
  • D. Maquis
    The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
  • E. Rebel Army
    The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
  • 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: Wakandan forces
Triple: [T'Challa, teamLeaderOf, Wakandan forces]
Generated description
Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wakandan forces
Target entity description: Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
  • A. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • B. North Guard
    North Guard is a prominent high-elevation peak in California’s Sierra Nevada, known for its rugged alpine terrain and challenging mountaineering routes.
  • C. Hmong forces
    Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
  • D. Maquis
    The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
  • E. Rebel Army
    The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34eb5748190a3ac395252951eba completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc611fc8190b2f512c744cbc364 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc8efb0c81908bce5a4a13359801 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd8115d481909716e11b943cbf61 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.