Triple

T8721737
Position Surface form Disambiguated ID Type / Status
Subject MAS Saint-Étienne E207026 entity
Predicate developed P73 FINISHED
Object MAS-36 rifle
The MAS-36 rifle is a French bolt-action military service rifle introduced in the late 1930s and widely used by French forces during and after World War II.
E758957 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-36 rifle | Statement: [MAS Saint-Étienne, developed, MAS-36 rifle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MAS-36 rifle
Context triple: [MAS Saint-Étienne, developed, MAS-36 rifle]
  • A. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • B. FAMAS assault rifle
    The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
  • C. Type 38 rifle
    The Type 38 rifle was a bolt-action service rifle of the Imperial Japanese military, known for its reliability, long service life, and use throughout the early 20th century including both World Wars.
  • D. Beryl assault rifle
    The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
  • E. P14 rifle
    The P14 rifle is a British bolt-action military rifle developed in the early 20th century, known for its accuracy and use during World War I.
  • 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-36 rifle
Triple: [MAS Saint-Étienne, developed, MAS-36 rifle]
Generated description
The MAS-36 rifle is a French bolt-action military service rifle introduced in the late 1930s and widely used by French forces during and after World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MAS-36 rifle
Target entity description: The MAS-36 rifle is a French bolt-action military service rifle introduced in the late 1930s and widely used by French forces during and after World War II.
  • A. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • B. FAMAS assault rifle
    The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
  • C. Type 38 rifle
    The Type 38 rifle was a bolt-action service rifle of the Imperial Japanese military, known for its reliability, long service life, and use throughout the early 20th century including both World Wars.
  • D. Beryl assault rifle
    The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
  • E. P14 rifle
    The P14 rifle is a British bolt-action military rifle developed in the early 20th century, known for its accuracy and use during World War I.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d03f0848190a50c77e5cd028ee7 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6eec316c8190a681791ceefa5804 completed April 3, 2026, 7:40 a.m.
NEDg Description generation batch_69cf72d1ac448190b1dadca818599544 completed April 3, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69cf733bb390819096752e5ada9699ea completed April 3, 2026, 7:58 a.m.
Created at: March 30, 2026, 6:36 p.m.