Triple

T9855508
Position Surface form Disambiguated ID Type / Status
Subject American Express Company E239573 entity
Predicate hasSegment P3574 FINISHED
Object Global Commercial Services
Global Commercial Services is the American Express business division that provides payment, expense management, and financial solutions to corporate, mid-sized, and small business clients worldwide.
E824272 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: Global Commercial Services | Statement: [American Express Company, hasSegment, Global Commercial Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Commercial Services
Context triple: [American Express Company, hasSegment, Global Commercial Services]
  • A. Global Services
    Global Services is a major Ericsson business unit that provides telecommunications operators and enterprises with a wide range of managed services, consulting, and systems integration solutions worldwide.
  • B. Global Business Center
    Global Business Center is an international business-focused research and outreach center within the University of Washington's Foster School of Business that supports global education, partnerships, and experiential learning.
  • C. Global Commerce division
    The Global Commerce division is a unit within the Georgia Department of Economic Development that focuses on attracting, supporting, and expanding business investment and trade in the state.
  • D. International Services
    International Services is a division of the U.S. Animal and Plant Health Inspection Service that manages international cooperation and programs to protect global agricultural and natural resources from pests and diseases.
  • E. Global Distribution Systems
    Global Distribution Systems are large computerized networks that enable travel agencies and other distributors to access and book airline seats, hotel rooms, car rentals, and other travel services worldwide in real time.
  • 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: Global Commercial Services
Triple: [American Express Company, hasSegment, Global Commercial Services]
Generated description
Global Commercial Services is the American Express business division that provides payment, expense management, and financial solutions to corporate, mid-sized, and small business clients worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Commercial Services
Target entity description: Global Commercial Services is the American Express business division that provides payment, expense management, and financial solutions to corporate, mid-sized, and small business clients worldwide.
  • A. Global Services
    Global Services is a major Ericsson business unit that provides telecommunications operators and enterprises with a wide range of managed services, consulting, and systems integration solutions worldwide.
  • B. Global Business Center
    Global Business Center is an international business-focused research and outreach center within the University of Washington's Foster School of Business that supports global education, partnerships, and experiential learning.
  • C. Global Commerce division
    The Global Commerce division is a unit within the Georgia Department of Economic Development that focuses on attracting, supporting, and expanding business investment and trade in the state.
  • D. International Services
    International Services is a division of the U.S. Animal and Plant Health Inspection Service that manages international cooperation and programs to protect global agricultural and natural resources from pests and diseases.
  • E. Global Distribution Systems
    Global Distribution Systems are large computerized networks that enable travel agencies and other distributors to access and book airline seats, hotel rooms, car rentals, and other travel services worldwide in real time.
  • 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_69ca84e6493081909cf58c8d42ea856b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb39719288190adf45e7c029edd51 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5f5b6148190bcccebd0aefb4bc9 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6917f0081908b2c82a826873faf completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d73452b48190ac3a0d6498a9a641 completed April 5, 2026, 3:29 a.m.
Created at: March 30, 2026, 8:35 p.m.