Triple

T9848682
Position Surface form Disambiguated ID Type / Status
Subject Navajo Code Talkers E239407 entity
Predicate notableMember P10 FINISHED
Object Chester Nez
Chester Nez was a United States Marine and one of the original Navajo Code Talkers who helped develop and use the unbreakable Navajo-based code during World War II.
 E824222 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: Chester Nez | Statement: [Navajo Code Talkers, notableMember, Chester Nez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chester Nez
Context triple: [Navajo Code Talkers, notableMember, Chester Nez]
  • A. Merle Kilgore
    Merle Kilgore was an American country music singer-songwriter and manager best known for co-writing the hit song "Ring of Fire" and managing Johnny Cash.
  • B. Cree Hardrict
    Cree Hardrict is the son of American actor Cory Hardrict and actress Tia Mowry.
  • C. Robert Yellowtail
    Robert Yellowtail was a prominent Crow tribal leader and activist known for his efforts to defend Crow land and water rights in the early to mid-20th century.
  • D. Eddie Benton-Banai
    Eddie Benton-Banai was an Ojibwe spiritual leader, educator, and activist who co-founded the American Indian Movement and worked to preserve Indigenous culture and rights.
  • E. Lavon Hayes
    Lavon Hayes is a charismatic former NFL star and the beloved mayor of Bluebell, Alabama, on the TV series "Hart of Dixie."
  • 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: Chester Nez
Triple: [Navajo Code Talkers, notableMember, Chester Nez]
Generated description
Chester Nez was a United States Marine and one of the original Navajo Code Talkers who helped develop and use the unbreakable Navajo-based code during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chester Nez
Target entity description: Chester Nez was a United States Marine and one of the original Navajo Code Talkers who helped develop and use the unbreakable Navajo-based code during World War II.
  • A. Merle Kilgore
    Merle Kilgore was an American country music singer-songwriter and manager best known for co-writing the hit song "Ring of Fire" and managing Johnny Cash.
  • B. Cree Hardrict
    Cree Hardrict is the son of American actor Cory Hardrict and actress Tia Mowry.
  • C. Robert Yellowtail
    Robert Yellowtail was a prominent Crow tribal leader and activist known for his efforts to defend Crow land and water rights in the early to mid-20th century.
  • D. Eddie Benton-Banai
    Eddie Benton-Banai was an Ojibwe spiritual leader, educator, and activist who co-founded the American Indian Movement and worked to preserve Indigenous culture and rights.
  • E. Lavon Hayes
    Lavon Hayes is a charismatic former NFL star and the beloved mayor of Bluebell, Alabama, on the TV series "Hart of Dixie."
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb371894c8190971ba497a2801521 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5e6279c8190adb7e79ac1161bfa completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6917f0081908b2c82a826873faf completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d73452b48190ac3a0d6498a9a641 completed April 5, 2026, 3:29 a.m.
Created at: March 30, 2026, 8:34 p.m.