Triple
T14374189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chuanzhi |
E356432
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
People's Liberation Army Institute of Telecommunication Engineering
The People's Liberation Army Institute of Telecommunication Engineering is a Chinese military higher-education institution specializing in telecommunications and related engineering disciplines.
|
E1095612
|
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 Institute of Telecommunication Engineering | Statement: [Liu Chuanzhi, educatedAt, People's Liberation Army Institute of Telecommunication Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: People's Liberation Army Institute of Telecommunication Engineering Context triple: [Liu Chuanzhi, educatedAt, People's Liberation Army Institute of Telecommunication Engineering]
-
A.
China Academy of Aerospace Electronics Technology
The China Academy of Aerospace Electronics Technology is a major Chinese research and development institute specializing in aerospace electronic systems and technologies under the country’s primary space contractor.
-
B.
North China Institute of Aerospace Engineering
North China Institute of Aerospace Engineering is a Chinese higher education institution specializing in aerospace and engineering disciplines, located in Langfang, Hebei Province.
-
C.
Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
-
D.
China Academy of Aerospace Systems Science and Engineering
The China Academy of Aerospace Systems Science and Engineering is a major research and development institute under China’s space industry, specializing in the design and integration of aerospace systems and technologies.
-
E.
PLA Air Force Command College
The PLA Air Force Command College is a premier Chinese military institution responsible for training and educating senior officers of the People's Liberation Army Air Force in command, strategy, and operational leadership.
- 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 Institute of Telecommunication Engineering Triple: [Liu Chuanzhi, educatedAt, People's Liberation Army Institute of Telecommunication Engineering]
Generated description
The People's Liberation Army Institute of Telecommunication Engineering is a Chinese military higher-education institution specializing in telecommunications and related engineering disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: People's Liberation Army Institute of Telecommunication Engineering Target entity description: The People's Liberation Army Institute of Telecommunication Engineering is a Chinese military higher-education institution specializing in telecommunications and related engineering disciplines.
-
A.
China Academy of Aerospace Electronics Technology
The China Academy of Aerospace Electronics Technology is a major Chinese research and development institute specializing in aerospace electronic systems and technologies under the country’s primary space contractor.
-
B.
North China Institute of Aerospace Engineering
North China Institute of Aerospace Engineering is a Chinese higher education institution specializing in aerospace and engineering disciplines, located in Langfang, Hebei Province.
-
C.
Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
-
D.
China Academy of Aerospace Systems Science and Engineering
The China Academy of Aerospace Systems Science and Engineering is a major research and development institute under China’s space industry, specializing in the design and integration of aerospace systems and technologies.
-
E.
PLA Air Force Command College
The PLA Air Force Command College is a premier Chinese military institution responsible for training and educating senior officers of the People's Liberation Army Air Force in command, strategy, and operational leadership.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9007184c8190aebb003cb6548cc8 |
completed | April 14, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c5514688190be90776c8764d4f3 |
completed | May 8, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fd4d56b67c8190bc9ecd4f444df780 |
completed | May 8, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4e9a678c8190bd1821e6c43a3a1a |
completed | May 8, 2026, 2:46 a.m. |
Created at: April 10, 2026, 1:15 a.m.