Triple

T19588494
Position Surface form Disambiguated ID Type / Status
Subject United States Military Assistance Advisory Group E470165 entity
Predicate shortName P43 FINISHED
Object MAAG
MAAG is an acronym commonly used for the United States Military Assistance Advisory Group, a U.S. organization responsible for advising and assisting foreign militaries.
 E1385624 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: MAAG | Statement: [United States Military Assistance Advisory Group, shortName, MAAG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MAAG
Context triple: [United States Military Assistance Advisory Group, shortName, MAAG]
  • A. MAARNG
    MAARNG is the state military force that serves as the Army component of the Massachusetts National Guard, supporting both federal missions and state emergency responses.
  • B. MAG
    MAG is the Multistakeholder Advisory Group that supports and advises the United Nations-convened Internet Governance Forum on its program and agenda.
  • C. MAG
    MAG is the abbreviated name used to represent Magic Gaming, the NBA 2K League affiliate of the Orlando Magic.
  • D. MAG
    MAG is the National Rail station code for Maghull railway station in Merseyside, England.
  • E. MAG
    MAG is the standard abbreviation for a United States Marine Corps aviation unit known as a Marine Aircraft Group.
  • 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: MAAG
Triple: [United States Military Assistance Advisory Group, shortName, MAAG]
Generated description
MAAG is an acronym commonly used for the United States Military Assistance Advisory Group, a U.S. organization responsible for advising and assisting foreign militaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MAAG
Target entity description: MAAG is an acronym commonly used for the United States Military Assistance Advisory Group, a U.S. organization responsible for advising and assisting foreign militaries.
  • A. MAARNG
    MAARNG is the state military force that serves as the Army component of the Massachusetts National Guard, supporting both federal missions and state emergency responses.
  • B. MAG
    MAG is the Multistakeholder Advisory Group that supports and advises the United Nations-convened Internet Governance Forum on its program and agenda.
  • C. MAG
    MAG is the abbreviated name used to represent Magic Gaming, the NBA 2K League affiliate of the Orlando Magic.
  • D. MAG
    MAG is the National Rail station code for Maghull railway station in Merseyside, England.
  • E. MAG
    MAG is the standard abbreviation for a United States Marine Corps aviation unit known as a Marine Aircraft Group.
  • 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_69d8e510024481908415c0d616fa6186 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64054299481908d83c85cefdab075 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f12fe008190bf2aaf7c63c44467 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a0760583b588190b8f648acc26bc1ae completed May 15, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0761223cc081908e08a33eda54d222 completed May 15, 2026, 6:08 p.m.
Created at: April 10, 2026, 1:43 p.m.