Triple

T14016666
Position Surface form Disambiguated ID Type / Status
Subject Tianjin Machine Factory E337220 entity
Predicate relatedTo P37 FINISHED
Object Beiyang Arsenal
Beiyang Arsenal was a major late Qing dynasty military-industrial complex in Tianjin that produced modern weapons and equipment as part of China’s early efforts at modernization.
E1073321 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: Beiyang Arsenal | Statement: [Tianjin Machine Factory, relatedTo, Beiyang Arsenal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beiyang Arsenal
Context triple: [Tianjin Machine Factory, relatedTo, Beiyang Arsenal]
  • A. Jiangnan Arsenal
    Jiangnan Arsenal was a major 19th-century Chinese industrial and military complex in Shanghai that produced modern weapons and machinery as part of Qing China's early modernization efforts.
  • B. Mukden Arsenal
    Mukden Arsenal was a major Japanese Imperial Army weapons manufacturing facility in Manchuria, known for producing small arms and artillery during the early to mid-20th century.
  • C. Beiyang Bureau
    The Beiyang Bureau was a late Qing dynasty governmental agency responsible for overseeing northern China's maritime affairs, including state-sponsored shipping and naval modernization efforts.
  • D. Beiyang Fleet
    The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
  • E. Port of Tanggu
    The Port of Tanggu is the former name of the Port of Tianjin, one of northern China’s largest and busiest seaports serving as a major gateway to Beijing and the Bohai economic region.
  • 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: Beiyang Arsenal
Triple: [Tianjin Machine Factory, relatedTo, Beiyang Arsenal]
Generated description
Beiyang Arsenal was a major late Qing dynasty military-industrial complex in Tianjin that produced modern weapons and equipment as part of China’s early efforts at modernization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beiyang Arsenal
Target entity description: Beiyang Arsenal was a major late Qing dynasty military-industrial complex in Tianjin that produced modern weapons and equipment as part of China’s early efforts at modernization.
  • A. Jiangnan Arsenal
    Jiangnan Arsenal was a major 19th-century Chinese industrial and military complex in Shanghai that produced modern weapons and machinery as part of Qing China's early modernization efforts.
  • B. Mukden Arsenal
    Mukden Arsenal was a major Japanese Imperial Army weapons manufacturing facility in Manchuria, known for producing small arms and artillery during the early to mid-20th century.
  • C. Beiyang Bureau
    The Beiyang Bureau was a late Qing dynasty governmental agency responsible for overseeing northern China's maritime affairs, including state-sponsored shipping and naval modernization efforts.
  • D. Beiyang Fleet
    The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
  • E. Port of Tanggu
    The Port of Tanggu is the former name of the Port of Tianjin, one of northern China’s largest and busiest seaports serving as a major gateway to Beijing and the Bohai economic region.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f396b648190927e5718c3bb6511 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbacad948c81909db7187da5a9b97d completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae186bb881908ea17ae6b12825af completed May 6, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69fbaebaab508190a609fa151c686a0d completed May 6, 2026, 9:12 p.m.
Created at: April 9, 2026, 10:19 p.m.