Triple

T14826925
Position Surface form Disambiguated ID Type / Status
Subject Australian cotton industry E348598 entity
Predicate hasCertificationProgram P67452 FINISHED
Object myBMP (Best Management Practices)
myBMP (Best Management Practices) is a voluntary on-farm certification and benchmarking program that helps Australian cotton growers implement and demonstrate high standards in environmental, social, and production management.
E1122753 NE FINISHED

How this triple was built (5 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: myBMP (Best Management Practices) | Statement: [Australian cotton industry, hasCertificationProgram, myBMP (Best Management Practices)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: myBMP (Best Management Practices)
Context triple: [Australian cotton industry, hasCertificationProgram, myBMP (Best Management Practices)]
  • A. BGMP
    BGMP is the media company that owns and operates The Boston Globe and related news and digital properties.
  • B. BMP
    BMP is the Basic Multilingual Plane of Unicode, the primary block of code points that encodes the most commonly used characters from modern and many historic writing systems.
  • C. BMP
    BMP is a simple, uncompressed raster image file format commonly used on Windows systems for storing bitmap graphics.
  • D. MBMC
    MBMC is the municipal governing body responsible for civic administration and infrastructure in the Mira-Bhayandar region of Maharashtra, India.
  • E. BMS
    BMS is the National Rail station code for Bromley South railway station in London, England.
  • 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: myBMP (Best Management Practices)
Triple: [Australian cotton industry, hasCertificationProgram, myBMP (Best Management Practices)]
Generated description
myBMP (Best Management Practices) is a voluntary on-farm certification and benchmarking program that helps Australian cotton growers implement and demonstrate high standards in environmental, social, and production management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: myBMP (Best Management Practices)
Target entity description: myBMP (Best Management Practices) is a voluntary on-farm certification and benchmarking program that helps Australian cotton growers implement and demonstrate high standards in environmental, social, and production management.
  • A. BGMP
    BGMP is the media company that owns and operates The Boston Globe and related news and digital properties.
  • B. BMP
    BMP is the Basic Multilingual Plane of Unicode, the primary block of code points that encodes the most commonly used characters from modern and many historic writing systems.
  • C. BMP
    BMP is a simple, uncompressed raster image file format commonly used on Windows systems for storing bitmap graphics.
  • D. MBMC
    MBMC is the municipal governing body responsible for civic administration and infrastructure in the Mira-Bhayandar region of Maharashtra, India.
  • E. BMS
    BMS is the National Rail station code for Bromley South railway station in London, England.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCertificationProgram
Context triple: [Australian cotton industry, hasCertificationProgram, myBMP (Best Management Practices)]
  • A. certificationProgramOf chosen
    Indicates that one entity is a certification program that is offered, managed, or owned by another entity.
  • B. hasEducationalProgram
    Indicates that an entity offers, runs, or is associated with a specific educational program.
  • C. includesCertification
    Indicates that one entity contains, lists, or encompasses a specified certification as part of its attributes or offerings.
  • D. hasCertificationStandard
    Indicates that an entity complies with, or is associated with, a specific certification standard.
  • E. courseCertification
    Indicates that an entity has been formally certified as having successfully completed a particular course.
  • F. None of above.

Provenance (6 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0713700819097bbb0352650984b completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389f48cc819089d860f0208dd465 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a2167348190bb428c7f23ec9748 completed May 8, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe3aee9d248190b202c7252f290f38 completed May 8, 2026, 7:35 p.m.
PD Predicate disambiguation batch_69de8c13418c819088ff9905ace1416a completed April 14, 2026, 6:48 p.m.
Created at: April 10, 2026, 1:51 a.m.