Triple

T5241388
Position Surface form Disambiguated ID Type / Status
Subject Grob Aircraft E118348 entity
Predicate product P490 FINISHED
Object Grob G 115
The Grob G 115 is a German-built, two-seat light training aircraft widely used by flying schools and air forces for basic pilot instruction.
E18980 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: Grob G 115 | Statement: [Grob Aircraft, product, Grob G 115]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grob G 115
Context triple: [Grob Aircraft, product, Grob G 115]
  • A. Grob G 120
    The Grob G 120 is a German-built, two-seat training aircraft widely used by military air forces for basic flight instruction.
  • B. Fieseler Fi 156 Storch
    The Fieseler Fi 156 Storch was a German World War II liaison and reconnaissance aircraft renowned for its exceptional short takeoff and landing (STOL) capabilities.
  • C. Bolkow Bo‑105
    The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
  • D. Junkers G 38
    The Junkers G 38 was a large German four-engined transport aircraft of the late 1920s and early 1930s, notable for its distinctive thick wing that housed passenger cabins.
  • E. Dornier Do 31
    The Dornier Do 31 was a German experimental vertical take-off and landing (VTOL) jet transport aircraft developed in the 1960s for potential military airlift use.
  • 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: Grob G 115
Triple: [Grob Aircraft, product, Grob G 115]
Generated description
The Grob G 115 is a German-built, two-seat light training aircraft widely used by flying schools and air forces for basic pilot instruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grob G 115
Target entity description: The Grob G 115 is a German-built, two-seat light training aircraft widely used by flying schools and air forces for basic pilot instruction.
  • A. Grob G 120 chosen
    The Grob G 120 is a German-built, two-seat training aircraft widely used by military air forces for basic flight instruction.
  • B. Fieseler Fi 156 Storch
    The Fieseler Fi 156 Storch was a German World War II liaison and reconnaissance aircraft renowned for its exceptional short takeoff and landing (STOL) capabilities.
  • C. Bolkow Bo‑105
    The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
  • D. Junkers G 38
    The Junkers G 38 was a large German four-engined transport aircraft of the late 1920s and early 1930s, notable for its distinctive thick wing that housed passenger cabins.
  • E. Dornier Do 31
    The Dornier Do 31 was a German experimental vertical take-off and landing (VTOL) jet transport aircraft developed in the 1960s for potential military airlift use.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b2c50508190b84bab216c30cbfe completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef82b42308190b9e3e0e113d8093b completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef8bfcd1c819090b81f8ebb097c5b completed March 21, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69bef95e7ce48190a1ec2fc27ce37d00 completed March 21, 2026, 8:02 p.m.
Created at: March 20, 2026, 1:49 p.m.