Triple

T4213315
Position Surface form Disambiguated ID Type / Status
Subject Sikorsky S-76 E93954 entity
Predicate notableOperator P179 FINISHED
Object Bristow Group
Bristow Group is a leading global provider of helicopter services, primarily supporting offshore oil and gas operations and search and rescue missions.
 E422149 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: Bristow Group | Statement: [Sikorsky S-76, notableOperator, Bristow Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bristow Group
Context triple: [Sikorsky S-76, notableOperator, Bristow Group]
  • A. Textron Aviation
    Textron Aviation is a major American aircraft manufacturer known for producing Cessna and Beechcraft airplanes for business, general aviation, and special mission use.
  • B. Hughes Helicopters
    Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
  • C. Peach Aviation
    Peach Aviation is a Japanese low-cost airline based in Osaka that operates domestic and international flights primarily across East Asia.
  • D. AgustaWestland Philadelphia Corporation
    AgustaWestland Philadelphia Corporation is a U.S.-based helicopter manufacturing and assembly facility of Leonardo (formerly AgustaWestland), specializing in the production and support of commercial and military rotorcraft.
  • E. DHL Aviation
    DHL Aviation is the air cargo division of DHL, operating a global network of freight flights that connect major logistics hubs worldwide.
  • 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: Bristow Group
Triple: [Sikorsky S-76, notableOperator, Bristow Group]
Generated description
Bristow Group is a leading global provider of helicopter services, primarily supporting offshore oil and gas operations and search and rescue missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bristow Group
Target entity description: Bristow Group is a leading global provider of helicopter services, primarily supporting offshore oil and gas operations and search and rescue missions.
  • A. Textron Aviation
    Textron Aviation is a major American aircraft manufacturer known for producing Cessna and Beechcraft airplanes for business, general aviation, and special mission use.
  • B. Hughes Helicopters
    Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
  • C. Peach Aviation
    Peach Aviation is a Japanese low-cost airline based in Osaka that operates domestic and international flights primarily across East Asia.
  • D. AgustaWestland Philadelphia Corporation
    AgustaWestland Philadelphia Corporation is a U.S.-based helicopter manufacturing and assembly facility of Leonardo (formerly AgustaWestland), specializing in the production and support of commercial and military rotorcraft.
  • E. DHL Aviation
    DHL Aviation is the air cargo division of DHL, operating a global network of freight flights that connect major logistics hubs worldwide.
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34be700908190a8cf5e3a27dad5bf completed March 12, 2026, 11:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b59634e52c81908cb967f124a96950 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b5982450f08190a8b20faaec5bd617 completed March 14, 2026, 5:17 p.m.
NED2 Entity disambiguation (via description) batch_69b5989c95b88190a1a917f04c4cd2e5 completed March 14, 2026, 5:19 p.m.
Created at: March 12, 2026, 11:04 p.m.