Triple

T4133557
Position Surface form Disambiguated ID Type / Status
Subject MÁVAG Héja E85095 entity
Predicate manufacturer P490 FINISHED
Object MÁVAG
MÁVAG was a major Hungarian state-owned industrial company best known for producing locomotives, railway equipment, and military hardware in the 19th and 20th centuries.
 E85095 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: MÁVAG | Statement: [MÁVAG Héja, manufacturer, MÁVAG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MÁVAG
Context triple: [MÁVAG Héja, manufacturer, MÁVAG]
  • A. MÁVAG Héja
    The MÁVAG Héja was a Hungarian-built, World War II-era fighter aircraft derived from the Italian Reggiane Re.2000 and used primarily for air defense and combat duties.
  • B. Vomag
    Vomag was a German vehicle manufacturer best known for producing military trucks and armored vehicles, including variants of the Panzer IV, during the World War II era.
  • C. Magav
    Magav is the Hebrew name for Israel’s Border Police, a gendarmerie-style force responsible for border security, counterterrorism, and law enforcement in sensitive areas.
  • D. Maglan
    Maglan is an elite Israeli special forces unit known for conducting deep reconnaissance and precision strike missions behind enemy lines.
  • E. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • 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: MÁVAG
Triple: [MÁVAG Héja, manufacturer, MÁVAG]
Generated description
MÁVAG was a major Hungarian state-owned industrial company best known for producing locomotives, railway equipment, and military hardware in the 19th and 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MÁVAG
Target entity description: MÁVAG was a major Hungarian state-owned industrial company best known for producing locomotives, railway equipment, and military hardware in the 19th and 20th centuries.
  • A. MÁVAG Héja chosen
    The MÁVAG Héja was a Hungarian-built, World War II-era fighter aircraft derived from the Italian Reggiane Re.2000 and used primarily for air defense and combat duties.
  • B. Vomag
    Vomag was a German vehicle manufacturer best known for producing military trucks and armored vehicles, including variants of the Panzer IV, during the World War II era.
  • C. Magav
    Magav is the Hebrew name for Israel’s Border Police, a gendarmerie-style force responsible for border security, counterterrorism, and law enforcement in sensitive areas.
  • D. Maglan
    Maglan is an elite Israeli special forces unit known for conducting deep reconnaissance and precision strike missions behind enemy lines.
  • E. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • F. None of above.

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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02306d608190bf8945d560f87c21 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c4c0888190be156d093ea11207 completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b5780ac150819085bba7d3e94d702f completed March 14, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b578b7eb0081909f25ed15fee1cf50 completed March 14, 2026, 3:03 p.m.
Created at: March 9, 2026, 3:43 p.m.