Triple

T6669192
Position Surface form Disambiguated ID Type / Status
Subject Heinkel Kabine E151681 entity
Predicate IrishLicensedManufacturer P25554 FINISHED
Object Dundalk Engineering Company
Dundalk Engineering Company was an Irish firm known for producing licensed versions of the Heinkel Kabine microcar.
E610223 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: Dundalk Engineering Company | Statement: [Heinkel Kabine, IrishLicensedManufacturer, Dundalk Engineering Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dundalk Engineering Company
Context triple: [Heinkel Kabine, IrishLicensedManufacturer, Dundalk Engineering Company]
  • A. Osborn Engineering Company
    Osborn Engineering Company was an American engineering and architectural firm known for designing major sports stadiums and other large-scale structures in the early 20th century.
  • B. Inverness Works
    Inverness Works was a principal railway engineering and maintenance facility associated with the London, Midland and Scottish Railway in Inverness, Scotland.
  • C. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • D. Atkinson-Kier Company
    Atkinson-Kier Company is a constituent business unit or subsidiary within the larger MWAK Company organization.
  • E. F. H. Royce & Company
    F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
  • 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: Dundalk Engineering Company
Triple: [Heinkel Kabine, IrishLicensedManufacturer, Dundalk Engineering Company]
Generated description
Dundalk Engineering Company was an Irish firm known for producing licensed versions of the Heinkel Kabine microcar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dundalk Engineering Company
Target entity description: Dundalk Engineering Company was an Irish firm known for producing licensed versions of the Heinkel Kabine microcar.
  • A. Osborn Engineering Company
    Osborn Engineering Company was an American engineering and architectural firm known for designing major sports stadiums and other large-scale structures in the early 20th century.
  • B. Inverness Works
    Inverness Works was a principal railway engineering and maintenance facility associated with the London, Midland and Scottish Railway in Inverness, Scotland.
  • C. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • D. Atkinson-Kier Company
    Atkinson-Kier Company is a constituent business unit or subsidiary within the larger MWAK Company organization.
  • E. F. H. Royce & Company
    F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: IrishLicensedManufacturer
Context triple: [Heinkel Kabine, IrishLicensedManufacturer, Dundalk Engineering Company]
  • A. notableManufacturer
    Indicates that an entity is a well-known or prominent producer or maker of another entity.
  • B. manufacturedBy
    Indicates that an item or product is produced or created by a specific manufacturer or maker.
  • C. licenseManufacturerOf chosen
    Indicates that one entity is authorized, via a license, to manufacture products or goods on behalf of or under the rights of another entity.
  • D. denominationOfOrigin
    Indicates a legally recognized origin relationship where a product’s quality or characteristics are specifically attributable to being produced in a particular geographic region.
  • E. hasDistillery
    Indicates that one entity owns, operates, or is associated with a distillery as a facility or production site.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ce738fe88190a5557900efeec7ec completed March 27, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef109f5c8190aa28b5d7aa192e6e completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a498cc8190a0494082b91b012d completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f136ac648190b94a7cda43139fd0 completed March 27, 2026, 9:05 p.m.
PD Predicate disambiguation batch_69c6ad09974c81908784300ae218961f completed March 27, 2026, 4:15 p.m.
Created at: March 27, 2026, 2:02 p.m.