Triple

T4643529
Position Surface form Disambiguated ID Type / Status
Subject No. 4 Flying Training School E101709 entity
Predicate nickname P55 FINISHED
Object No. 4 FTS
No. 4 FTS is a Royal Air Force flying training unit responsible for advanced fast-jet pilot instruction in the United Kingdom.
E458849 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: No. 4 FTS | Statement: [No. 4 Flying Training School, nickname, No. 4 FTS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: No. 4 FTS
Context triple: [No. 4 Flying Training School, nickname, No. 4 FTS]
  • A. Joint Task Force-Bravo
    Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
  • B. Joint Task Force 2
    Joint Task Force 2 is an elite Canadian special operations unit specializing in counter-terrorism, direct action, and high-risk missions at home and abroad.
  • C. 1st SFOD-D
    1st SFOD-D, commonly known as Delta Force, is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk missions.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support operations.
  • 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: No. 4 FTS
Triple: [No. 4 Flying Training School, nickname, No. 4 FTS]
Generated description
No. 4 FTS is a Royal Air Force flying training unit responsible for advanced fast-jet pilot instruction in the United Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: No. 4 FTS
Target entity description: No. 4 FTS is a Royal Air Force flying training unit responsible for advanced fast-jet pilot instruction in the United Kingdom.
  • A. Joint Task Force-Bravo
    Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
  • B. Joint Task Force 2
    Joint Task Force 2 is an elite Canadian special operations unit specializing in counter-terrorism, direct action, and high-risk missions at home and abroad.
  • C. 1st SFOD-D
    1st SFOD-D, commonly known as Delta Force, is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk missions.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support operations.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a94486c819087ef8811dcde83b1 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfad80f14819097e022c9d9da17eb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfdd7d3b881909dd8b362802005d8 completed March 21, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69bdfe48ed088190ba1de18bba4e9977 completed March 21, 2026, 2:11 a.m.
Created at: March 20, 2026, 1:14 p.m.