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.