Triple

T16803917
Position Surface form Disambiguated ID Type / Status
Subject American Mathematical Monthly E408429 entity
Predicate abbreviation P43 FINISHED
Object AMM
AMM is the standard abbreviation for the American Mathematical Monthly, a leading journal that publishes expository articles in mathematics.
 E1235675 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: AMM | Statement: [American Mathematical Monthly, abbreviation, AMM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMM
Context triple: [American Mathematical Monthly, abbreviation, AMM]
  • A. AMM
    AMM is the IATA airport code for Queen Alia International Airport, the main international gateway serving Amman, Jordan.
  • B. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • C. Amm
    Amm is an ancient South Arabian god, particularly revered in the Qataban kingdom as a principal deity associated with protection and tribal identity.
  • D. AAM
    AAM is a United States Army decoration awarded to soldiers for outstanding achievement or meritorious service that does not meet the criteria for higher-level medals.
  • E. AMMTC
    AMMTC is a high-level ASEAN forum where ministers coordinate regional policies and cooperation to combat transnational crime.
  • 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: AMM
Triple: [American Mathematical Monthly, abbreviation, AMM]
Generated description
AMM is the standard abbreviation for the American Mathematical Monthly, a leading journal that publishes expository articles in mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMM
Target entity description: AMM is the standard abbreviation for the American Mathematical Monthly, a leading journal that publishes expository articles in mathematics.
  • A. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • B. AMM
    AMM is the IATA airport code for Queen Alia International Airport, the main international gateway serving Amman, Jordan.
  • C. Amm
    Amm is an ancient South Arabian god, particularly revered in the Qataban kingdom as a principal deity associated with protection and tribal identity.
  • D. AAM
    AAM is a United States Army decoration awarded to soldiers for outstanding achievement or meritorious service that does not meet the criteria for higher-level medals.
  • E. AMMTC
    AMMTC is a high-level ASEAN forum where ministers coordinate regional policies and cooperation to combat transnational crime.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2ca46f88190b56e81d75012496c completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b28d3a808190bc94a4f09a10da7e completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b6c7fa8081909792e2607eb1ff73 completed May 10, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_6a00b762cd3c8190aaf47474f60a6181 completed May 10, 2026, 4:50 p.m.
Created at: April 10, 2026, 5:22 a.m.