Triple
T2066560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eric Yuan |
E45913
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Shandong University of Science and Technology
Shandong University of Science and Technology is a Chinese higher education institution known for its engineering and technology programs.
|
E254687
|
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: Shandong University of Science and Technology | Statement: [Eric Yuan, education, Shandong University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shandong University of Science and Technology Context triple: [Eric Yuan, education, Shandong University of Science and Technology]
-
A.
University of Shanghai for Science and Technology
The University of Shanghai for Science and Technology is a comprehensive public university in Shanghai, China, known for its strong engineering, science, and management programs and close ties to industry.
-
B.
Nanjing University of Science and Technology
Nanjing University of Science and Technology is a prominent Chinese research university known for its strong programs in engineering, science, and technology.
-
C.
Shanghai University of Electric Power
Shanghai University of Electric Power is a specialized higher education institution in Shanghai, China, focused on engineering and energy-related disciplines.
-
D.
East China University of Science and Technology
East China University of Science and Technology is a prominent research-oriented university in Shanghai, China, known for its strengths in chemical engineering, materials science, and related technological disciplines.
-
E.
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.
- 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: Shandong University of Science and Technology Triple: [Eric Yuan, education, Shandong University of Science and Technology]
Generated description
Shandong University of Science and Technology is a Chinese higher education institution known for its engineering and technology programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shandong University of Science and Technology Target entity description: Shandong University of Science and Technology is a Chinese higher education institution known for its engineering and technology programs.
-
A.
University of Shanghai for Science and Technology
The University of Shanghai for Science and Technology is a comprehensive public university in Shanghai, China, known for its strong engineering, science, and management programs and close ties to industry.
-
B.
Nanjing University of Science and Technology
Nanjing University of Science and Technology is a prominent Chinese research university known for its strong programs in engineering, science, and technology.
-
C.
Shanghai University of Electric Power
Shanghai University of Electric Power is a specialized higher education institution in Shanghai, China, focused on engineering and energy-related disciplines.
-
D.
East China University of Science and Technology
East China University of Science and Technology is a prominent research-oriented university in Shanghai, China, known for its strengths in chemical engineering, materials science, and related technological disciplines.
-
E.
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.
- 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_69a8891b38288190abd572ccad9b6928 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9f236f08190b602d337afb1880f |
completed | March 7, 2026, 5:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae893779648190ae0d039c614736c8 |
completed | March 9, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69ae89e2efd48190a2f0a4702dcbc081 |
completed | March 9, 2026, 8:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8a7726dc8190a18f7f1e1609253a |
completed | March 9, 2026, 8:53 a.m. |
Created at: March 4, 2026, 7:40 p.m.