Triple

T7571525
Position Surface form Disambiguated ID Type / Status
Subject Marine Aviation Training Support Group 21 E179250 entity
Predicate hasAbbreviation P43 FINISHED
Object MATSG-21
MATSG-21 is a United States Marine Corps aviation training support unit responsible for providing administrative and logistical support to Marine aviation training commands.
E673706 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: MATSG-21 | Statement: [Marine Aviation Training Support Group 21, hasAbbreviation, MATSG-21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MATSG-21
Context triple: [Marine Aviation Training Support Group 21, hasAbbreviation, MATSG-21]
  • A. MAST
    MAST is a NASA-operated astronomical data archive that stores and provides access to observations from space-based telescopes such as Hubble, Kepler, and TESS.
  • B. M-20
    M-20 is a state trunkline highway in Michigan that runs east–west across the central part of the state, connecting communities such as Midland to the broader regional road network.
  • C. M27
    M27 is a major motorway in southern England that connects the New Forest area with Portsmouth and serves as a key route along the south coast.
  • D. M-153
    M-153 is a state trunkline highway in Michigan, commonly known as Ford Road, that serves as a major east–west arterial route through the Detroit metropolitan area.
  • E. MA-02
    MA-02 is the standard abbreviation for Massachusetts's 2nd congressional district, a U.S. House of Representatives district in central Massachusetts.
  • 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: MATSG-21
Triple: [Marine Aviation Training Support Group 21, hasAbbreviation, MATSG-21]
Generated description
MATSG-21 is a United States Marine Corps aviation training support unit responsible for providing administrative and logistical support to Marine aviation training commands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MATSG-21
Target entity description: MATSG-21 is a United States Marine Corps aviation training support unit responsible for providing administrative and logistical support to Marine aviation training commands.
  • A. MAST
    MAST is a NASA-operated astronomical data archive that stores and provides access to observations from space-based telescopes such as Hubble, Kepler, and TESS.
  • B. M-20
    M-20 is a state trunkline highway in Michigan that runs east–west across the central part of the state, connecting communities such as Midland to the broader regional road network.
  • C. M27
    M27 is a major motorway in southern England that connects the New Forest area with Portsmouth and serves as a key route along the south coast.
  • D. M-153
    M-153 is a state trunkline highway in Michigan, commonly known as Ford Road, that serves as a major east–west arterial route through the Detroit metropolitan area.
  • E. MA-02
    MA-02 is the standard abbreviation for Massachusetts's 2nd congressional district, a U.S. House of Representatives district in central Massachusetts.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f921b458819092e565a4d099bbaf completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856e7c5b48190b6f53f8d14ea753d completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c858aea4fc81908be95d0d4e3f1072 completed March 28, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69c85919f85081908558f8e8d4b9d057 completed March 28, 2026, 10:41 p.m.
Created at: March 27, 2026, 3:51 p.m.