Triple

T10153998
Position Surface form Disambiguated ID Type / Status
Subject Republic Aviation E232721 entity
Predicate notableAircraftFamily P10509 FINISHED
Object Thunderchief series
The Thunderchief series is a family of American supersonic fighter-bomber aircraft, best known for the F-105 used extensively by the U.S. Air Force during the Vietnam War.
E843575 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: Thunderchief series | Statement: [Republic Aviation, notableAircraftFamily, Thunderchief series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thunderchief series
Context triple: [Republic Aviation, notableAircraftFamily, Thunderchief series]
  • A. Avro Canada CF-105 Arrow
    The Avro Canada CF-105 Arrow was a cutting-edge Canadian supersonic interceptor aircraft developed in the 1950s, renowned for its advanced design and controversial cancellation.
  • B. Canadair CF-5 Freedom Fighter
    The Canadair CF-5 Freedom Fighter is a Canadian-built variant of the Northrop F-5 light supersonic fighter aircraft, used primarily by the Royal Canadian Air Force for tactical support and training during the Cold War era.
  • C. Chinook HC4
    The Chinook HC4 is a modernized Royal Air Force variant of the Boeing CH-47 Chinook heavy-lift transport helicopter, upgraded with advanced avionics and enhanced operational capabilities.
  • D. Canadair CP-107 Argus
    The Canadair CP-107 Argus was a Canadian-built long-range maritime patrol and anti-submarine warfare aircraft used primarily by the Royal Canadian Air Force during the Cold War.
  • E. C-12 Huron
    The C-12 Huron is a military utility and transport aircraft, derived from the Beechcraft Super King Air series, used by various armed forces for personnel and light cargo transport, liaison, and reconnaissance missions.
  • 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: Thunderchief series
Triple: [Republic Aviation, notableAircraftFamily, Thunderchief series]
Generated description
The Thunderchief series is a family of American supersonic fighter-bomber aircraft, best known for the F-105 used extensively by the U.S. Air Force during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thunderchief series
Target entity description: The Thunderchief series is a family of American supersonic fighter-bomber aircraft, best known for the F-105 used extensively by the U.S. Air Force during the Vietnam War.
  • A. Avro Canada CF-105 Arrow
    The Avro Canada CF-105 Arrow was a cutting-edge Canadian supersonic interceptor aircraft developed in the 1950s, renowned for its advanced design and controversial cancellation.
  • B. Canadair CF-5 Freedom Fighter
    The Canadair CF-5 Freedom Fighter is a Canadian-built variant of the Northrop F-5 light supersonic fighter aircraft, used primarily by the Royal Canadian Air Force for tactical support and training during the Cold War era.
  • C. Chinook HC4
    The Chinook HC4 is a modernized Royal Air Force variant of the Boeing CH-47 Chinook heavy-lift transport helicopter, upgraded with advanced avionics and enhanced operational capabilities.
  • D. Canadair CP-107 Argus
    The Canadair CP-107 Argus was a Canadian-built long-range maritime patrol and anti-submarine warfare aircraft used primarily by the Royal Canadian Air Force during the Cold War.
  • E. C-12 Huron
    The C-12 Huron is a military utility and transport aircraft, derived from the Beechcraft Super King Air series, used by various armed forces for personnel and light cargo transport, liaison, and reconnaissance missions.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec376cd48190990862c56c3a4dce completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e6541e488190814e6395f219eb12 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e7408e58819083c43e334a87a09f completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7b854d08190ac2af642970b7f09 completed April 5, 2026, 10:52 p.m.
Created at: March 30, 2026, 9:08 p.m.