Triple

T8790010
Position Surface form Disambiguated ID Type / Status
Subject Oberndorf am Neckar E209138 entity
Predicate historicallyAssociatedWith P2830 FINISHED
Object Royal Württemberg Rifle Factory
The Royal Württemberg Rifle Factory was a historic arms manufacturer in Oberndorf am Neckar known for producing military firearms for the Kingdom of Württemberg.
E757785 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: Royal Württemberg Rifle Factory | Statement: [Oberndorf am Neckar, historicallyAssociatedWith, Royal Württemberg Rifle Factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Württemberg Rifle Factory
Context triple: [Oberndorf am Neckar, historicallyAssociatedWith, Royal Württemberg Rifle Factory]
  • A. Brünnlitz munitions factory
    The Brünnlitz munitions factory was the Czechoslovak plant operated by Oskar Schindler during World War II where he sheltered and saved hundreds of Jewish workers from the Holocaust.
  • B. Łucznik Arms Factory
    Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
  • C. Maschinenfabrik Augsburg-Nürnberg
    Maschinenfabrik Augsburg-Nürnberg was a major German engineering company best known as the predecessor of MAN SE, a leading manufacturer of commercial vehicles and industrial machinery.
  • D. Fabbrica Nazionale d’Armi di Brescia
    Fabbrica Nazionale d’Armi di Brescia was an Italian state arms factory in Brescia known for producing military firearms, including various models of the Carcano rifle.
  • E. Völklingen Ironworks
    Völklingen Ironworks is a preserved 19th–20th century industrial steel complex in Germany recognized as a UNESCO World Heritage Site for its outstanding testimony to the history of iron and steel production.
  • 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: Royal Württemberg Rifle Factory
Triple: [Oberndorf am Neckar, historicallyAssociatedWith, Royal Württemberg Rifle Factory]
Generated description
The Royal Württemberg Rifle Factory was a historic arms manufacturer in Oberndorf am Neckar known for producing military firearms for the Kingdom of Württemberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Württemberg Rifle Factory
Target entity description: The Royal Württemberg Rifle Factory was a historic arms manufacturer in Oberndorf am Neckar known for producing military firearms for the Kingdom of Württemberg.
  • A. Brünnlitz munitions factory
    The Brünnlitz munitions factory was the Czechoslovak plant operated by Oskar Schindler during World War II where he sheltered and saved hundreds of Jewish workers from the Holocaust.
  • B. Łucznik Arms Factory
    Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
  • C. Maschinenfabrik Augsburg-Nürnberg
    Maschinenfabrik Augsburg-Nürnberg was a major German engineering company best known as the predecessor of MAN SE, a leading manufacturer of commercial vehicles and industrial machinery.
  • D. Fabbrica Nazionale d’Armi di Brescia
    Fabbrica Nazionale d’Armi di Brescia was an Italian state arms factory in Brescia known for producing military firearms, including various models of the Carcano rifle.
  • E. Völklingen Ironworks
    Völklingen Ironworks is a preserved 19th–20th century industrial steel complex in Germany recognized as a UNESCO World Heritage Site for its outstanding testimony to the history of iron and steel production.
  • 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f8d25f881908863d636fa57a8a2 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf5210454c8190aa83d941893a4bc5 completed April 3, 2026, 5:37 a.m.
NEDg Description generation batch_69cf5378c3f48190a4180c20aecb2260 completed April 3, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf5471e9c08190963b7f1d6c2ceffe completed April 3, 2026, 5:47 a.m.
Created at: March 30, 2026, 6:43 p.m.