Triple

T4226954
Position Surface form Disambiguated ID Type / Status
Subject Panavia Tornado E94480 entity
Predicate programPartners P13425 FINISHED
Object MBB
MBB (Messerschmitt-Bölkow-Blohm) was a major West German aerospace manufacturer and defense contractor that played a key role in developing European military aircraft and helicopters.
 E422628 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: MBB | Statement: [Panavia Tornado, programPartners, MBB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MBB
Context triple: [Panavia Tornado, programPartners, MBB]
  • A. MMB
    MMB is the commonly used abbreviation for the Michigan Marching Band, the official marching band of the University of Michigan known for its performances at football games and major events.
  • B. BB-37
    BB-37 is the hull number of USS Oklahoma, a Nevada-class battleship of the United States Navy that was sunk during the attack on Pearl Harbor in 1941.
  • C. MAB
    MAB is a German bibliographic data format used for cataloging and exchanging library records, closely related to and historically aligned with MARC standards.
  • D. MMPB
    MMPB is the ICAO airport code for Puebla International Airport, a commercial airport serving the city of Puebla in central Mexico.
  • E. BMBF
    BMBF is the German Federal Ministry responsible for national policy and funding in education, science, and research.
  • 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: MBB
Triple: [Panavia Tornado, programPartners, MBB]
Generated description
MBB (Messerschmitt-Bölkow-Blohm) was a major West German aerospace manufacturer and defense contractor that played a key role in developing European military aircraft and helicopters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MBB
Target entity description: MBB (Messerschmitt-Bölkow-Blohm) was a major West German aerospace manufacturer and defense contractor that played a key role in developing European military aircraft and helicopters.
  • A. MMB
    MMB is the commonly used abbreviation for the Michigan Marching Band, the official marching band of the University of Michigan known for its performances at football games and major events.
  • B. BB-37
    BB-37 is the hull number of USS Oklahoma, a Nevada-class battleship of the United States Navy that was sunk during the attack on Pearl Harbor in 1941.
  • C. MAB
    MAB is a German bibliographic data format used for cataloging and exchanging library records, closely related to and historically aligned with MARC standards.
  • D. MMPB
    MMPB is the ICAO airport code for Puebla International Airport, a commercial airport serving the city of Puebla in central Mexico.
  • E. BMBF
    BMBF is the German Federal Ministry responsible for national policy and funding in education, science, and research.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e5003008190834726e46df3ee9b completed March 12, 2026, 11:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5964a388881908038e5a612424b9b completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b596cb73ac81909f83daca406ad8c4 completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59a9c386081909c21ad554d403bfc completed March 14, 2026, 5:27 p.m.
Created at: March 12, 2026, 11:04 p.m.