Triple

T14619228
Position Surface form Disambiguated ID Type / Status
Subject Qatar Fuel Additives Company E343171 entity
Predicate hasAbbreviation P43 FINISHED
Object QAFAC
QAFAC is an industrial company in Qatar that produces fuel additives and related petrochemical products.
 E1110837 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: QAFAC | Statement: [Qatar Fuel Additives Company, hasAbbreviation, QAFAC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: QAFAC
Context triple: [Qatar Fuel Additives Company, hasAbbreviation, QAFAC]
  • A. QFA
    QFA is the commonly used abbreviation for the Qatar Football Association, the governing body of football in Qatar.
  • B. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • C. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • D. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • E. KFA
    KFA is the commonly used abbreviation for the Korea Football Association, the governing body of football in South Korea.
  • 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: QAFAC
Triple: [Qatar Fuel Additives Company, hasAbbreviation, QAFAC]
Generated description
QAFAC is an industrial company in Qatar that produces fuel additives and related petrochemical products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: QAFAC
Target entity description: QAFAC is an industrial company in Qatar that produces fuel additives and related petrochemical products.
  • A. QFA
    QFA is the commonly used abbreviation for the Qatar Football Association, the governing body of football in Qatar.
  • B. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • C. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • D. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • E. KFA
    KFA is the commonly used abbreviation for the Korea Football Association, the governing body of football in South Korea.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb46550e48190af45f426f02579bb completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda924c7308190931c03fbac57b0bf completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb234bc1c8190a85c802dfcfa7909 completed May 8, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69fdb36bd50c8190a8af992fe4b12bb6 completed May 8, 2026, 9:57 a.m.
Created at: April 10, 2026, 1:25 a.m.