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.