Triple

T10508239
Position Surface form Disambiguated ID Type / Status
Subject Multilateral Fund for the Implementation of the Montreal Protocol E247838 entity
Predicate hasAbbreviation P43 FINISHED
Object MLF
MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
 E867969 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: MLF | Statement: [Multilateral Fund for the Implementation of the Montreal Protocol, hasAbbreviation, MLF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MLF
Context triple: [Multilateral Fund for the Implementation of the Montreal Protocol, hasAbbreviation, MLF]
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MDFL
    MDFL is the commonly used abbreviation for the United States District Court for the Middle District of Florida, a federal trial court within the Eleventh Circuit.
  • C. MFS
    MFS (Macintosh File System) is the original flat file system used by early Macintosh computers before the introduction of the hierarchical HFS.
  • D. MLN
    MLN is the IATA airport code for Melilla Airport, which serves the Spanish autonomous city of Melilla on the north coast of Africa.
  • E. SFL
    SFL is the commonly used abbreviation for the Scottish Football League, the former governing body for professional league football in Scotland.
  • 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: MLF
Triple: [Multilateral Fund for the Implementation of the Montreal Protocol, hasAbbreviation, MLF]
Generated description
MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MLF
Target entity description: MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MDFL
    MDFL is the commonly used abbreviation for the United States District Court for the Middle District of Florida, a federal trial court within the Eleventh Circuit.
  • C. MFS
    MFS (Macintosh File System) is the original flat file system used by early Macintosh computers before the introduction of the hierarchical HFS.
  • D. MLN
    MLN is the IATA airport code for Melilla Airport, which serves the Spanish autonomous city of Melilla on the north coast of Africa.
  • E. SFL
    SFL is the commonly used abbreviation for the Scottish Football League, the former governing body for professional league football in Scotland.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b287ac8190805a2375bd16b7ae completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.