Triple
T11802673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Buchan |
E280664
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Beiyang Fleet headquarters |
E50951
|
NE FINISHED |
How this triple was built (2 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 Fleet headquarters | Statement: [Liu Buchan, associatedWith, Beiyang Fleet headquarters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beiyang Fleet headquarters Context triple: [Liu Buchan, associatedWith, Beiyang Fleet headquarters]
-
A.
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.
-
B.
Beiyang Fleet
chosen
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a5a2048190b68027f622366079 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1314300248190847b9c61bbfda121 |
completed | April 28, 2026, 10:14 p.m. |
Created at: April 8, 2026, 9:42 p.m.