Triple

T13106611
Position Surface form Disambiguated ID Type / Status
Subject MAS Program E310858 entity
Predicate hasAbbreviation P43 FINISHED
Object MAS
MAS is a common abbreviation that can refer to various entities, most notably Master of Advanced Studies academic programs or organizations such as the Monetary Authority of Singapore, depending on context.
 E1023378 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: MAS | Statement: [MAS Program, hasAbbreviation, MAS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MAS
Context triple: [MAS Program, hasAbbreviation, MAS]
  • A. MAS
    MAS is the official Indian Railways station code for Chennai Central, one of the busiest and most important railway terminals in South India.
  • B. MAS
    MAS is the ICAO airline designator used to identify Malaysia Airlines in international aviation operations.
  • C. MAS
    MAS (Monetary Authority of Singapore) is Singapore’s central bank and integrated financial regulator, responsible for monetary policy, financial supervision, and the stability of the country’s financial system.
  • D. MAS
    MAS is a sports club based in Saint-Étienne, France, known for its participation in regional football competitions.
  • E. MAS
    MAS is a major contemporary museum in Antwerp, Belgium, known for its striking architecture and exhibitions on the city’s history, art, and global connections.
  • 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: MAS
Triple: [MAS Program, hasAbbreviation, MAS]
Generated description
MAS is a common abbreviation that can refer to various entities, most notably Master of Advanced Studies academic programs or organizations such as the Monetary Authority of Singapore, depending on context.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MAS
Target entity description: MAS is a common abbreviation that can refer to various entities, most notably Master of Advanced Studies academic programs or organizations such as the Monetary Authority of Singapore, depending on context.
  • A. MAS
    MAS is the ICAO airline designator used to identify Malaysia Airlines in international aviation operations.
  • B. MAS
    MAS (Monetary Authority of Singapore) is Singapore’s central bank and integrated financial regulator, responsible for monetary policy, financial supervision, and the stability of the country’s financial system.
  • C. MAS
    MAS is the official Indian Railways station code for Chennai Central, one of the busiest and most important railway terminals in South India.
  • D. MAS
    MAS is a sports club based in Saint-Étienne, France, known for its participation in regional football competitions.
  • E. MAS
    MAS is a major contemporary museum in Antwerp, Belgium, known for its striking architecture and exhibitions on the city’s history, art, and global connections.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98154c9f48190aeca779d97151759 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27a325c8190a5c0f1a582340078 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9:05 p.m.