Triple

T4128667
Position Surface form Disambiguated ID Type / Status
Subject Focke-Wulf E84986 entity
Predicate aircraftFamily P1524 FINISHED
Object Fw 56 series
The Fw 56 series was a German single-engine advanced trainer and fighter-trainer aircraft developed by Focke-Wulf in the 1930s for the Luftwaffe.
E420521 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: Fw 56 series | Statement: [Focke-Wulf, aircraftFamily, Fw 56 series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fw 56 series
Context triple: [Focke-Wulf, aircraftFamily, Fw 56 series]
  • A. Fw 58 series
    The Fw 58 series was a German twin-engine multi-role aircraft used primarily as a trainer and utility plane by the Luftwaffe before and during World War II.
  • B. Focke-Wulf Fw 62
    The Focke-Wulf Fw 62 was a German reconnaissance floatplane prototype developed in the 1930s for the Kriegsmarine as a potential shipborne aircraft.
  • C. Dornier Do 335 Pfeil
    The Dornier Do 335 Pfeil was a late-World War II German heavy fighter notable for its unique push-pull twin-engine configuration, making it one of the fastest piston-engined aircraft of its time.
  • D. Arado Ar 196
    The Arado Ar 196 was a German World War II shipboard reconnaissance floatplane widely used by the Kriegsmarine for maritime patrol and spotting duties.
  • E. Focke-Wulf Ta 154
    The Focke-Wulf Ta 154 was a German twin-engine night fighter of World War II, designed primarily for high-speed interception using mostly wooden construction.
  • 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: Fw 56 series
Triple: [Focke-Wulf, aircraftFamily, Fw 56 series]
Generated description
The Fw 56 series was a German single-engine advanced trainer and fighter-trainer aircraft developed by Focke-Wulf in the 1930s for the Luftwaffe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fw 56 series
Target entity description: The Fw 56 series was a German single-engine advanced trainer and fighter-trainer aircraft developed by Focke-Wulf in the 1930s for the Luftwaffe.
  • A. Fw 58 series
    The Fw 58 series was a German twin-engine multi-role aircraft used primarily as a trainer and utility plane by the Luftwaffe before and during World War II.
  • B. Focke-Wulf Fw 62
    The Focke-Wulf Fw 62 was a German reconnaissance floatplane prototype developed in the 1930s for the Kriegsmarine as a potential shipborne aircraft.
  • C. Dornier Do 335 Pfeil
    The Dornier Do 335 Pfeil was a late-World War II German heavy fighter notable for its unique push-pull twin-engine configuration, making it one of the fastest piston-engined aircraft of its time.
  • D. Arado Ar 196
    The Arado Ar 196 was a German World War II shipboard reconnaissance floatplane widely used by the Kriegsmarine for maritime patrol and spotting duties.
  • E. Focke-Wulf Ta 154
    The Focke-Wulf Ta 154 was a German twin-engine night fighter of World War II, designed primarily for high-speed interception using mostly wooden construction.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021c5ca48190a829bab07dda55d0 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589de64fc81909662197fdbe45446 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58ad68af88190863ea23e170ce2ca completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58ba2edbc81908bfbe5d91daf5ae5 completed March 14, 2026, 4:24 p.m.
Created at: March 9, 2026, 3:42 p.m.