Triple
T8210797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ren Zhengfei |
E191810
|
entity |
| Predicate | serviceBranch |
P2099
|
FINISHED |
| Object |
People's Liberation Army engineering corps
The People's Liberation Army engineering corps is a specialized branch of China's military responsible for military engineering, infrastructure construction, and related technical support operations.
|
E719551
|
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: People's Liberation Army engineering corps | Statement: [Ren Zhengfei, serviceBranch, People's Liberation Army engineering corps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: People's Liberation Army engineering corps Context triple: [Ren Zhengfei, serviceBranch, People's Liberation Army engineering corps]
-
A.
People's Liberation Army Ground Force
The People's Liberation Army Ground Force is the land warfare branch and primary ground combat component of China's armed forces.
-
B.
People's Liberation Army Strategic Support Force
The People's Liberation Army Strategic Support Force is a branch of China's military responsible for space, cyber, electronic, and information warfare operations.
-
C.
People's Liberation Army Rocket Force
The People's Liberation Army Rocket Force is the strategic and tactical missile branch of China's armed forces, responsible for the country's land-based nuclear and conventional missile capabilities.
-
D.
Artillery Engineering College of the Chinese People’s Liberation Army
The Artillery Engineering College of the Chinese People’s Liberation Army was a military engineering institution that evolved into today’s Nanjing University of Science and Technology, a leading Chinese university specializing in science, engineering, and defense-related research.
-
E.
Central China Area Army
The Central China Area Army was a major field army of the Imperial Japanese Army responsible for conducting and overseeing military operations in central China during the Second Sino-Japanese War and World War II.
- 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: People's Liberation Army engineering corps Triple: [Ren Zhengfei, serviceBranch, People's Liberation Army engineering corps]
Generated description
The People's Liberation Army engineering corps is a specialized branch of China's military responsible for military engineering, infrastructure construction, and related technical support operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: People's Liberation Army engineering corps Target entity description: The People's Liberation Army engineering corps is a specialized branch of China's military responsible for military engineering, infrastructure construction, and related technical support operations.
-
A.
People's Liberation Army Ground Force
The People's Liberation Army Ground Force is the land warfare branch and primary ground combat component of China's armed forces.
-
B.
People's Liberation Army Strategic Support Force
The People's Liberation Army Strategic Support Force is a branch of China's military responsible for space, cyber, electronic, and information warfare operations.
-
C.
People's Liberation Army Rocket Force
The People's Liberation Army Rocket Force is the strategic and tactical missile branch of China's armed forces, responsible for the country's land-based nuclear and conventional missile capabilities.
-
D.
Artillery Engineering College of the Chinese People’s Liberation Army
The Artillery Engineering College of the Chinese People’s Liberation Army was a military engineering institution that evolved into today’s Nanjing University of Science and Technology, a leading Chinese university specializing in science, engineering, and defense-related research.
-
E.
Central China Area Army
The Central China Area Army was a major field army of the Imperial Japanese Army responsible for conducting and overseeing military operations in central China during the Second Sino-Japanese War and World War II.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb76dd881c8190adcbeb2f33d3295c |
completed | March 31, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccede2e4f481908edca856038772d3 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1ba74548190831677bb126bea1a |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05c2059081908bd04ee4722f9aad |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:44 p.m.