Triple

T10692405
Position Surface form Disambiguated ID Type / Status
Subject Marine Air Control Group 38 E252042 entity
Predicate nickname P55 FINISHED
Object MACG-38
MACG-38 is a United States Marine Corps aviation command and control unit responsible for coordinating and managing air operations in support of Marine Air-Ground Task Forces.
E878442 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: MACG-38 | Statement: [Marine Air Control Group 38, nickname, MACG-38]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MACG-38
Context triple: [Marine Air Control Group 38, nickname, MACG-38]
  • A. M3 submachine gun
    The M3 submachine gun, commonly called the "Grease Gun," is a compact .45 ACP American submachine gun widely used by U.S. forces during and after World War II.
  • B. M1 Carbine
    The M1 Carbine is a lightweight, semi-automatic rifle developed by the United States during World War II and widely used by American and allied forces throughout the mid-20th century.
  • C. MG3 machine gun
    The MG3 machine gun is a German 7.62×51mm NATO general-purpose machine gun derived from the World War II-era MG 42 and widely used by NATO and other armed forces for decades.
  • D. Thompson submachine gun
    The Thompson submachine gun is an iconic American automatic firearm, widely used by gangsters and law enforcement during the Prohibition era and later adopted by the military in World War II.
  • E. MAS-38 submachine gun
    The MAS-38 submachine gun is a French World War II–era 7.65mm firearm known for its compact design, low recoil, and use by French military and police forces.
  • 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: MACG-38
Triple: [Marine Air Control Group 38, nickname, MACG-38]
Generated description
MACG-38 is a United States Marine Corps aviation command and control unit responsible for coordinating and managing air operations in support of Marine Air-Ground Task Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MACG-38
Target entity description: MACG-38 is a United States Marine Corps aviation command and control unit responsible for coordinating and managing air operations in support of Marine Air-Ground Task Forces.
  • A. M3 submachine gun
    The M3 submachine gun, commonly called the "Grease Gun," is a compact .45 ACP American submachine gun widely used by U.S. forces during and after World War II.
  • B. M1 Carbine
    The M1 Carbine is a lightweight, semi-automatic rifle developed by the United States during World War II and widely used by American and allied forces throughout the mid-20th century.
  • C. MG3 machine gun
    The MG3 machine gun is a German 7.62×51mm NATO general-purpose machine gun derived from the World War II-era MG 42 and widely used by NATO and other armed forces for decades.
  • D. Thompson submachine gun
    The Thompson submachine gun is an iconic American automatic firearm, widely used by gangsters and law enforcement during the Prohibition era and later adopted by the military in World War II.
  • E. MAS-38 submachine gun
    The MAS-38 submachine gun is a French World War II–era 7.65mm firearm known for its compact design, low recoil, and use by French military and police forces.
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd37cf408190a1912b3e0aa096a5 completed April 9, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d988ad741c8190b9ae962e0c5bc272 completed April 10, 2026, 11:33 p.m.
NEDg Description generation batch_69d98aecef388190a270e92c93ccca05 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c04e8c08190b4d7bc63357c69f4 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:11 p.m.