Triple

T5880869
Position Surface form Disambiguated ID Type / Status
Subject Marketing and Regulatory Programs Business Services E130744 entity
Predicate hasAbbreviation P43 FINISHED
Object MRPBS
MRPBS is a U.S. Department of Agriculture office that provides centralized business, financial, and administrative support services for the agency’s Marketing and Regulatory Programs mission areas.
 E552765 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: MRPBS | Statement: [Marketing and Regulatory Programs Business Services, hasAbbreviation, MRPBS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MRPBS
Context triple: [Marketing and Regulatory Programs Business Services, hasAbbreviation, MRPBS]
  • A. MPR
    MPR is the Indonesian acronym for the People's Consultative Assembly, the country's highest constitutional body responsible for key legislative and constitutional functions.
  • B. MMPB
    MMPB is the ICAO airport code for Puebla International Airport, a commercial airport serving the city of Puebla in central Mexico.
  • C. MBN
    MBN is a U.S.-government-funded media organization that operates Arabic-language television, radio, and digital news services targeting audiences in the Middle East and North Africa.
  • D. MPS
    MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
  • E. MPS
    MPS is a language workbench and integrated development environment by JetBrains designed for creating and working with domain-specific languages using projectional editing.
  • 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: MRPBS
Triple: [Marketing and Regulatory Programs Business Services, hasAbbreviation, MRPBS]
Generated description
MRPBS is a U.S. Department of Agriculture office that provides centralized business, financial, and administrative support services for the agency’s Marketing and Regulatory Programs mission areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MRPBS
Target entity description: MRPBS is a U.S. Department of Agriculture office that provides centralized business, financial, and administrative support services for the agency’s Marketing and Regulatory Programs mission areas.
  • A. MPR
    MPR is the Indonesian acronym for the People's Consultative Assembly, the country's highest constitutional body responsible for key legislative and constitutional functions.
  • B. MMPB
    MMPB is the ICAO airport code for Puebla International Airport, a commercial airport serving the city of Puebla in central Mexico.
  • C. MBN
    MBN is a U.S.-government-funded media organization that operates Arabic-language television, radio, and digital news services targeting audiences in the Middle East and North Africa.
  • D. MPS
    MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
  • E. MPS
    MPS is a language workbench and integrated development environment by JetBrains designed for creating and working with domain-specific languages using projectional editing.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12d9e348190b4baf171ce448d5b completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b20828948190b0459089cb6038d6 completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b286537481908741b9e0a368f94f completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:57 p.m.