Triple
T2455906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Navajo language |
E54419
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Navajo Code Talkers |
E239407
|
NE FINISHED |
How this triple was built (2 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 language, usedBy, Navajo Code Talkers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Navajo Code Talkers Context triple: [Navajo language, usedBy, Navajo Code Talkers]
-
A.
Navajo Code Talkers
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd105054c819081286729749a347c |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0ca655c81908612983ced5f5786 |
completed | March 9, 2026, 4:09 p.m. |
Created at: March 6, 2026, 9:44 p.m.