Triple

T4213316
Position Surface form Disambiguated ID Type / Status
Subject Sikorsky S-76 E93954 entity
Predicate notableOperator P179 FINISHED
Object PHI, Inc.
PHI, Inc. is a U.S.-based helicopter services company best known for providing offshore oil and gas transportation and air medical services worldwide.
 E422150 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, Inc. | Statement: [Sikorsky S-76, notableOperator, PHI, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PHI, Inc.
Context triple: [Sikorsky S-76, notableOperator, PHI, Inc.]
  • A. Shorenstein Company
    Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
  • B. The Perot Group
    The Perot Group is a private investment and asset management firm founded by the Perot family that oversees and grows their diverse business interests.
  • C. Forethought Inc.
    Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
  • D. Pella Corporation
    Pella Corporation is a major American manufacturer of windows and doors known for its innovative, energy-efficient building products.
  • E. Ingres Corporation
    Ingres Corporation is a software company best known for developing and commercializing the Ingres relational database management system, one of the early pioneers in the SQL database market.
  • 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, Inc.
Triple: [Sikorsky S-76, notableOperator, PHI, Inc.]
Generated description
PHI, Inc. is a U.S.-based helicopter services company best known for providing offshore oil and gas transportation and air medical services worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PHI, Inc.
Target entity description: PHI, Inc. is a U.S.-based helicopter services company best known for providing offshore oil and gas transportation and air medical services worldwide.
  • A. Shorenstein Company
    Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
  • B. The Perot Group
    The Perot Group is a private investment and asset management firm founded by the Perot family that oversees and grows their diverse business interests.
  • C. Forethought Inc.
    Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
  • D. Pella Corporation
    Pella Corporation is a major American manufacturer of windows and doors known for its innovative, energy-efficient building products.
  • E. Ingres Corporation
    Ingres Corporation is a software company best known for developing and commercializing the Ingres relational database management system, one of the early pioneers in the SQL database market.
  • 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.