Triple
T7728207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ma Yansong |
E175184
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Beijing University of Civil Engineering and Architecture
Beijing University of Civil Engineering and Architecture is a specialized Chinese university in Beijing known for its strong programs in architecture, civil engineering, and urban planning.
|
E683893
|
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: Beijing University of Civil Engineering and Architecture | Statement: [Ma Yansong, educatedAt, Beijing University of Civil Engineering and Architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beijing University of Civil Engineering and Architecture Context triple: [Ma Yansong, educatedAt, Beijing University of Civil Engineering and Architecture]
-
A.
Beihang University
Beihang University is a leading Chinese research university in Beijing renowned for its programs in aeronautics, astronautics, and engineering.
-
B.
Tianjin University
Tianjin University is a leading national research university in China, renowned for its strong engineering programs and status as the country’s first modern higher education institution.
-
C.
Tongji University
Tongji University is a prestigious comprehensive research university in Shanghai, China, renowned for its strengths in engineering, architecture, and urban planning.
-
D.
Beijing Institute of Petrochemical Technology
Beijing Institute of Petrochemical Technology is a specialized higher-education institution in Beijing focused on petrochemical engineering and related applied sciences.
-
E.
Taiyuan University of Technology
Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
- 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: Beijing University of Civil Engineering and Architecture Triple: [Ma Yansong, educatedAt, Beijing University of Civil Engineering and Architecture]
Generated description
Beijing University of Civil Engineering and Architecture is a specialized Chinese university in Beijing known for its strong programs in architecture, civil engineering, and urban planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beijing University of Civil Engineering and Architecture Target entity description: Beijing University of Civil Engineering and Architecture is a specialized Chinese university in Beijing known for its strong programs in architecture, civil engineering, and urban planning.
-
A.
Beihang University
Beihang University is a leading Chinese research university in Beijing renowned for its programs in aeronautics, astronautics, and engineering.
-
B.
Tianjin University
Tianjin University is a leading national research university in China, renowned for its strong engineering programs and status as the country’s first modern higher education institution.
-
C.
Tongji University
Tongji University is a prestigious comprehensive research university in Shanghai, China, renowned for its strengths in engineering, architecture, and urban planning.
-
D.
Beijing Institute of Petrochemical Technology
Beijing Institute of Petrochemical Technology is a specialized higher-education institution in Beijing focused on petrochemical engineering and related applied sciences.
-
E.
Taiyuan University of Technology
Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70315e8e88190a5c7e5d2f2ef66bc |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b5275164819096678c019fdd4da4 |
completed | March 29, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69c8b5ed16d48190b127877fc9a11abf |
completed | March 29, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b65a04a48190bf5e01ba0921cf14 |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:06 p.m.