Triple

T6832009
Position Surface form Disambiguated ID Type / Status
Subject Brentwood, Tennessee E157158 entity
Predicate hasCorporateOfficesOf P48357 FINISHED
Object Comdata (FleetCor subsidiary)
Comdata is a payment and fleet management company, now a subsidiary of FleetCor, known for providing fuel cards, corporate payment solutions, and related financial services to businesses.
 E621929 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: Comdata (FleetCor subsidiary) | Statement: [Brentwood, Tennessee, hasCorporateOfficesOf, Comdata (FleetCor subsidiary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Comdata (FleetCor subsidiary)
Context triple: [Brentwood, Tennessee, hasCorporateOfficesOf, Comdata (FleetCor subsidiary)]
  • A. First Data Corporation
    First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
  • B. Alliance Data Systems
    Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
  • C. Concur Technologies
    Concur Technologies is a software company best known for its cloud-based travel and expense management solutions used by businesses worldwide.
  • D. Chase Paymentech
    Chase Paymentech is a payment processing and merchant services provider specializing in credit card and electronic transaction solutions for businesses.
  • E. Xoom Corporation
    Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
  • 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: Comdata (FleetCor subsidiary)
Triple: [Brentwood, Tennessee, hasCorporateOfficesOf, Comdata (FleetCor subsidiary)]
Generated description
Comdata is a payment and fleet management company, now a subsidiary of FleetCor, known for providing fuel cards, corporate payment solutions, and related financial services to businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Comdata (FleetCor subsidiary)
Target entity description: Comdata is a payment and fleet management company, now a subsidiary of FleetCor, known for providing fuel cards, corporate payment solutions, and related financial services to businesses.
  • A. First Data Corporation
    First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
  • B. Alliance Data Systems
    Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
  • C. Concur Technologies
    Concur Technologies is a software company best known for its cloud-based travel and expense management solutions used by businesses worldwide.
  • D. Chase Paymentech
    Chase Paymentech is a payment processing and merchant services provider specializing in credit card and electronic transaction solutions for businesses.
  • E. Xoom Corporation
    Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ca96008190ba79563c2a9a9b0e completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723fab0a4819080d7cd9cb4dddd33 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724b7b31081909c2bab4a3ba6e9f9 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:18 p.m.