Triple

T4356614
Position Surface form Disambiguated ID Type / Status
Subject United States Army Air Service E98161 entity
Predicate nickname P55 FINISHED
Object Air Service
Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
E432733 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: Air Service | Statement: [United States Army Air Service, nickname, Air Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Service
Context triple: [United States Army Air Service, nickname, Air Service]
  • A. Service Aéronautique
    Service Aéronautique was the early aviation branch of the French military that served as the forerunner to the modern French Air Force.
  • B. Aviation Unit
    The Aviation Unit is the airborne division of the Tokyo Metropolitan Police Department, operating helicopters and other aircraft for law enforcement, search and rescue, and public safety missions over Tokyo.
  • C. Aviation Unit
    The Aviation Unit is the airborne division of the United States Park Police that provides law enforcement, search and rescue, and emergency medical aviation support within federal parklands and surrounding areas.
  • D. Aviation Unit
    The Aviation Unit is the specialized airborne division of the New York State Police that provides law enforcement, search and rescue, and emergency response support using helicopters and other aircraft.
  • E. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • 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: Air Service
Triple: [United States Army Air Service, nickname, Air Service]
Generated description
Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Service
Target entity description: Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
  • A. Service Aéronautique
    Service Aéronautique was the early aviation branch of the French military that served as the forerunner to the modern French Air Force.
  • B. Aviation Unit
    The Aviation Unit is the airborne division of the Tokyo Metropolitan Police Department, operating helicopters and other aircraft for law enforcement, search and rescue, and public safety missions over Tokyo.
  • C. Aviation Unit
    The Aviation Unit is the airborne division of the United States Park Police that provides law enforcement, search and rescue, and emergency medical aviation support within federal parklands and surrounding areas.
  • D. Aviation Unit
    The Aviation Unit is the specialized airborne division of the New York State Police that provides law enforcement, search and rescue, and emergency response support using helicopters and other aircraft.
  • E. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb9b9988190adf8a84de3582ab6 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc578b08819095cbf6ba8470d3e0 completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd1b03508190a47bb6fb93f22ad8 completed March 14, 2026, 10:11 p.m.
Created at: March 12, 2026, 11:16 p.m.