Triple

T28310075
Position Surface form Disambiguated ID Type / Status
Subject CETME E713969 entity
Predicate notableDesignerAssociated P184 FINISHED
Object Ludwig Vorgrimler
Ludwig Vorgrimler was a German firearms designer best known for developing the roller-delayed blowback system that influenced weapons such as the CETME rifle and the Heckler & Koch G3.
 E2292543 NE FINISHED

How this triple was built (3 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: Ludwig Vorgrimler | Statement: [CETME, notableDesignerAssociated, Ludwig Vorgrimler]
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: Ludwig Vorgrimler
Triple: [CETME, notableDesignerAssociated, Ludwig Vorgrimler]
Generated description
Ludwig Vorgrimler was a German firearms designer best known for developing the roller-delayed blowback system that influenced weapons such as the CETME rifle and the Heckler & Koch G3.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: notableDesignerAssociated
Context triple: [CETME, notableDesignerAssociated, Ludwig Vorgrimler]
  • A. designerCollaboratedWith
    Indicates that a designer worked together with another party on a shared project or creative endeavor.
  • B. designedBy chosen
    Indicates that one entity is the creator, planner, or architect responsible for the form or structure of another entity.
  • C. designerAlias
    Indicates that one name or label is used as an alternative alias for a designer.
  • D. designerNationality
    Indicates that a designer has a specific national or country affiliation.
  • E. designerBasedIn
    Indicates that a designer carries out their professional activities or maintains their primary work location in a specified place.
  • F. None of above.

Provenance (6 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_69efb5256afc8190b9322d25c3ae6320 completed April 27, 2026, 7:12 p.m.
NER Named-entity recognition batch_6a00be8ee4bc8190b795d9606f0e490c completed May 10, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a79aaa5984881909d79c7445d7f6cf3 completed Aug. 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a79ab49dcd081908c7a9e1df49dfd27 completed Aug. 10, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_6a79ab9a026881909ae02c30f6fb53f3 completed Aug. 10, 2026, 10:44 a.m.
PD Predicate disambiguation batch_6a00bde163c88190867104bd08cac2ee completed May 10, 2026, 5:18 p.m.
Created at: April 27, 2026, 11:40 p.m.