Triple
T11081747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhang Zhidong |
E262010
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Hanyang Ironworks
Hanyang Ironworks was one of late Qing China's earliest and most important modern steel and iron manufacturing complexes, central to the empire’s industrialization efforts.
|
E903786
|
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: Hanyang Ironworks | Statement: [Zhang Zhidong, founded, Hanyang Ironworks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanyang Ironworks Context triple: [Zhang Zhidong, founded, Hanyang Ironworks]
-
A.
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.
-
B.
Kim Chaek Iron and Steel Complex
The Kim Chaek Iron and Steel Complex is one of North Korea’s largest and most important industrial facilities, serving as a key center for the country’s steel production.
-
C.
Thái Nguyên Iron and Steel Complex
Thái Nguyên Iron and Steel Complex is one of Vietnam’s earliest and largest integrated steel production facilities, playing a key role in the country’s industrial development.
-
D.
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.
-
E.
Cheonan Industrial Complex
Cheonan Industrial Complex is a major manufacturing and logistics hub in Cheonan, South Korea, hosting a concentration of factories and industrial facilities that support the region’s economy.
- 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: Hanyang Ironworks Triple: [Zhang Zhidong, founded, Hanyang Ironworks]
Generated description
Hanyang Ironworks was one of late Qing China's earliest and most important modern steel and iron manufacturing complexes, central to the empire’s industrialization efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanyang Ironworks Target entity description: Hanyang Ironworks was one of late Qing China's earliest and most important modern steel and iron manufacturing complexes, central to the empire’s industrialization efforts.
-
A.
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.
-
B.
Kim Chaek Iron and Steel Complex
The Kim Chaek Iron and Steel Complex is one of North Korea’s largest and most important industrial facilities, serving as a key center for the country’s steel production.
-
C.
Thái Nguyên Iron and Steel Complex
Thái Nguyên Iron and Steel Complex is one of Vietnam’s earliest and largest integrated steel production facilities, playing a key role in the country’s industrial development.
-
D.
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.
-
E.
Cheonan Industrial Complex
Cheonan Industrial Complex is a major manufacturing and logistics hub in Cheonan, South Korea, hosting a concentration of factories and industrial facilities that support the region’s economy.
- 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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799985650819089b2c0f35a212414 |
completed | April 9, 2026, 12:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e789d7248190a40de0bdda539f45 |
completed | April 18, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69e3f2c889dc81909a04c1db0509e3d9 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f4746dbc8190a0e28202ad5e6b4f |
completed | April 18, 2026, 9:15 p.m. |
Created at: April 8, 2026, 9:27 p.m.