Triple

T17364444
Position Surface form Disambiguated ID Type / Status
Subject PHI, Inc. E422150 entity
Predicate hasDivision P35 FINISHED
Object PHI Air Medical
PHI Air Medical is an air ambulance and medical helicopter service provider that offers emergency medical transport and critical care aviation services.
E1265077 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: PHI Air Medical | Statement: [PHI, Inc., hasDivision, PHI Air Medical]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PHI Air Medical
Context triple: [PHI, Inc., hasDivision, PHI Air Medical]
  • A. CareFlight
    CareFlight is an Australian aeromedical charity that provides rapid emergency medical retrieval and transport services using helicopters, airplanes, and jets.
  • B. Island Express Helicopters
    Island Express Helicopters is a Southern California-based charter helicopter company known for providing sightseeing and commuter flights, and for operating the aircraft involved in the 2020 Calabasas crash that killed Kobe Bryant and eight others.
  • C. McGee Air Services
    McGee Air Services is a ground handling and aviation services company that operates as a subsidiary of Alaska Air Group, supporting airline operations at various airports.
  • D. Scottish Air Ambulance
    The Scottish Air Ambulance is an emergency medical aviation service that provides rapid helicopter and fixed-wing transport and critical care support across Scotland, including its remote and rural areas.
  • E. Komatsu Air Rescue Squadron
    The Komatsu Air Rescue Squadron is a Japan Air Self-Defense Force unit specializing in search and rescue and emergency response operations, based at Komatsu Air Base in Ishikawa Prefecture.
  • 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: PHI Air Medical
Triple: [PHI, Inc., hasDivision, PHI Air Medical]
Generated description
PHI Air Medical is an air ambulance and medical helicopter service provider that offers emergency medical transport and critical care aviation services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PHI Air Medical
Target entity description: PHI Air Medical is an air ambulance and medical helicopter service provider that offers emergency medical transport and critical care aviation services.
  • A. CareFlight
    CareFlight is an Australian aeromedical charity that provides rapid emergency medical retrieval and transport services using helicopters, airplanes, and jets.
  • B. Island Express Helicopters
    Island Express Helicopters is a Southern California-based charter helicopter company known for providing sightseeing and commuter flights, and for operating the aircraft involved in the 2020 Calabasas crash that killed Kobe Bryant and eight others.
  • C. McGee Air Services
    McGee Air Services is a ground handling and aviation services company that operates as a subsidiary of Alaska Air Group, supporting airline operations at various airports.
  • D. Scottish Air Ambulance
    The Scottish Air Ambulance is an emergency medical aviation service that provides rapid helicopter and fixed-wing transport and critical care support across Scotland, including its remote and rural areas.
  • E. Komatsu Air Rescue Squadron
    The Komatsu Air Rescue Squadron is a Japan Air Self-Defense Force unit specializing in search and rescue and emergency response operations, based at Komatsu Air Base in Ishikawa Prefecture.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a4f52988190847230e119a35b87 completed April 19, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01956294ec819083c1dde8fc2685e4 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a019b7ab6bc8190843e2c6c7f2007d7 completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c53d8b0819083f380693943f881 completed May 11, 2026, 9:07 a.m.
Created at: April 10, 2026, 5:44 a.m.