Triple

T2160862
Position Surface form Disambiguated ID Type / Status
Subject Navajo people E46796 entity
Predicate militaryContribution P13112 FINISHED
Object Navajo Code Talkers
The Navajo Code Talkers were Native American Marines in World War II who used their unwritten Navajo language to create an unbreakable code that played a crucial role in secure U.S. military communications in the Pacific Theater.
E239407 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: Navajo Code Talkers | Statement: [Navajo people, militaryContribution, Navajo Code Talkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Navajo Code Talkers
Context triple: [Navajo people, militaryContribution, Navajo Code Talkers]
  • A. Merrill's Marauders
    Merrill's Marauders were a famed American long-range jungle warfare unit of World War II that conducted deep-penetration missions behind Japanese lines in the China-Burma-India theater.
  • B. Cactus Air Force
    Cactus Air Force was the informal name for the composite Allied air units that defended Guadalcanal from Henderson Field during the critical early stages of the Pacific War in World War II.
  • C. Chindits
    The Chindits were a British India special operations unit in World War II known for their long-range, deep-penetration jungle raids behind Japanese lines in Burma.
  • D. Ghost Soldiers
    Ghost Soldiers is a nonfiction book by Hampton Sides that recounts the daring World War II rescue of American POWs from a Japanese camp in the Philippines.
  • E. Task Force 77
    Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
  • 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: Navajo Code Talkers
Triple: [Navajo people, militaryContribution, Navajo Code Talkers]
Generated description
The Navajo Code Talkers were Native American Marines in World War II who used their unwritten Navajo language to create an unbreakable code that played a crucial role in secure U.S. military communications in the Pacific Theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Navajo Code Talkers
Target entity description: The Navajo Code Talkers were Native American Marines in World War II who used their unwritten Navajo language to create an unbreakable code that played a crucial role in secure U.S. military communications in the Pacific Theater.
  • A. Merrill's Marauders
    Merrill's Marauders were a famed American long-range jungle warfare unit of World War II that conducted deep-penetration missions behind Japanese lines in the China-Burma-India theater.
  • B. Cactus Air Force
    Cactus Air Force was the informal name for the composite Allied air units that defended Guadalcanal from Henderson Field during the critical early stages of the Pacific War in World War II.
  • C. Chindits
    The Chindits were a British India special operations unit in World War II known for their long-range, deep-penetration jungle raids behind Japanese lines in Burma.
  • D. Ghost Soldiers
    Ghost Soldiers is a nonfiction book by Hampton Sides that recounts the daring World War II rescue of American POWs from a Japanese camp in the Philippines.
  • E. Task Force 77
    Task Force 77 was a U.S. Navy carrier task force in the Pacific, best known for coordinating major naval air operations during the Korean and Vietnam Wars.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe89e6ac8190b4b4bc0be4fe7aa9 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ec0a7481909bc3e751de31e4d7 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae59c3e0008190942715e0c44ca206 completed March 9, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a446350819080cdacd9a98f8de2 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:45 p.m.