Triple

T6771804
Position Surface form Disambiguated ID Type / Status
Subject Direction Nationale des Langues Nationales du Mali E155060 entity
Predicate abbreviation P43 FINISHED
Object DNLN (approximate, context-dependent)
DNLN is the acronym for Mali’s National Directorate of National Languages, a government body responsible for the promotion and regulation of the country’s indigenous languages.
 E618749 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: DNLN (approximate, context-dependent) | Statement: [Direction Nationale des Langues Nationales du Mali, abbreviation, DNLN (approximate, context-dependent)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DNLN (approximate, context-dependent)
Context triple: [Direction Nationale des Langues Nationales du Mali, abbreviation, DNLN (approximate, context-dependent)]
  • A. LLN
    LLN is a fundamental theorem in probability theory stating that as the number of independent, identically distributed trials increases, the sample average converges to the expected value.
  • B. NLL
    The NLL (National Lacrosse League) is North America’s premier professional indoor box lacrosse league.
  • C. DL
    DL is the two-letter IATA airline designator used to identify Delta Air Lines on tickets, schedules, and flight information.
  • D. DL
    DL is the wartime squadron code used to identify No. 54 Squadron of the Royal Air Force on its aircraft.
  • E. DL
    DL is the official vehicle registration code used on license plates for motor vehicles registered in Delhi, India.
  • 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: DNLN (approximate, context-dependent)
Triple: [Direction Nationale des Langues Nationales du Mali, abbreviation, DNLN (approximate, context-dependent)]
Generated description
DNLN is the acronym for Mali’s National Directorate of National Languages, a government body responsible for the promotion and regulation of the country’s indigenous languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DNLN (approximate, context-dependent)
Target entity description: DNLN is the acronym for Mali’s National Directorate of National Languages, a government body responsible for the promotion and regulation of the country’s indigenous languages.
  • A. LLN
    LLN is a fundamental theorem in probability theory stating that as the number of independent, identically distributed trials increases, the sample average converges to the expected value.
  • B. NLL
    The NLL (National Lacrosse League) is North America’s premier professional indoor box lacrosse league.
  • C. DL
    DL is the two-letter IATA airline designator used to identify Delta Air Lines on tickets, schedules, and flight information.
  • D. DL
    DL is the wartime squadron code used to identify No. 54 Squadron of the Royal Air Force on its aircraft.
  • E. DL
    DL is the official vehicle registration code used on license plates for motor vehicles registered in Delhi, India.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2496fa08190895d8b625fb0d699 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712c75b9c819099b0be616925a0b9 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c7135106288190b5b20523c3efa229 completed March 27, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69c7141cd52c8190a783590ad1067840 completed March 27, 2026, 11:34 p.m.
Created at: March 27, 2026, 2:13 p.m.