Triple

T1677057
Position Surface form Disambiguated ID Type / Status
Subject Heckler & Koch E36253 entity
Predicate hasMajorProductFamily P11218 FINISHED
Object HK G3 series
The HK G3 series is a family of 7.62×51mm NATO battle rifles developed in the 1950s that became one of the most widely used and influential military rifles worldwide.
E189860 NE FINISHED

How this triple was built (5 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: HK G3 series | Statement: [Heckler & Koch, hasMajorProductFamily, HK G3 series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HK G3 series
Context triple: [Heckler & Koch, hasMajorProductFamily, HK G3 series]
  • A. GJ-3
    GJ-3 is the regional vehicle registration code assigned to the city of Rajkot in the Indian state of Gujarat.
  • B. G3
    G3 is the IATA airline designator assigned to the Brazilian low-cost carrier GOL Linhas Aéreas Inteligentes.
  • C. Mountfield HK
    Mountfield HK is a professional ice hockey club based in Hradec Králové, Czech Republic, competing in the country’s top-tier league.
  • D. Hawk T-series
    The Hawk T-series is a family of British single-engine jet-powered advanced trainer and light attack aircraft widely used for pilot training and aerobatic display teams.
  • E. GA-316
    GA-316 is a major east–west state highway in Georgia that connects the Atlanta metropolitan area with the city of Athens.
  • 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: HK G3 series
Triple: [Heckler & Koch, hasMajorProductFamily, HK G3 series]
Generated description
The HK G3 series is a family of 7.62×51mm NATO battle rifles developed in the 1950s that became one of the most widely used and influential military rifles worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HK G3 series
Target entity description: The HK G3 series is a family of 7.62×51mm NATO battle rifles developed in the 1950s that became one of the most widely used and influential military rifles worldwide.
  • A. GJ-3
    GJ-3 is the regional vehicle registration code assigned to the city of Rajkot in the Indian state of Gujarat.
  • B. G3
    G3 is the IATA airline designator assigned to the Brazilian low-cost carrier GOL Linhas Aéreas Inteligentes.
  • C. Mountfield HK
    Mountfield HK is a professional ice hockey club based in Hradec Králové, Czech Republic, competing in the country’s top-tier league.
  • D. Hawk T-series
    The Hawk T-series is a family of British single-engine jet-powered advanced trainer and light attack aircraft widely used for pilot training and aerobatic display teams.
  • E. GA-316
    GA-316 is a major east–west state highway in Georgia that connects the Atlanta metropolitan area with the city of Athens.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMajorProductFamily
Context triple: [Heckler & Koch, hasMajorProductFamily, HK G3 series]
  • A. hasMajorCategory
    Indicates that something is associated with or classified under a primary, overarching category.
  • B. productFamily chosen
    Indicates that one product belongs to, or is categorized under, a broader product family or line.
  • C. hasProduct
    Indicates that an entity possesses, offers, or is associated with a particular product.
  • D. isOneOfMajorCategories
    Indicates that an entity belongs to a specified set of primary or top-level categories within a classification.
  • E. hasMajorComponent
    Indicates that one entity includes another entity as a primary or most significant component or part.
  • 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_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69ab272a653481908f48aa1eed5de8a4 completed March 6, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad71b7c2608190bce1dc7469da4c45 completed March 8, 2026, 12:55 p.m.
NEDg Description generation batch_69ad72deafcc8190a2aef87277c5d731 completed March 8, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69ad734440ac81909cbcf1c02fd4bc66 completed March 8, 2026, 1:01 p.m.
PD Predicate disambiguation batch_69aa61b2f6288190b2348ef7d7e4672d completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:29 p.m.