Triple
T2949237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shijiazhuang |
E79577
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Hebei University of Science and Technology
Hebei University of Science and Technology is a comprehensive public university in China’s Hebei Province, known for its strong engineering, science, and applied technology programs.
|
E315849
|
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: Hebei University of Science and Technology | Statement: [Shijiazhuang, hasUniversity, Hebei University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebei University of Science and Technology Context triple: [Shijiazhuang, hasUniversity, Hebei University of Science and Technology]
-
A.
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.
-
B.
Hefei University of Technology
Hefei University of Technology is a major national key university in China known for its strong engineering, science, and technology programs.
-
C.
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.
-
D.
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.
-
E.
Northwestern Polytechnical University
Northwestern Polytechnical University is a leading Chinese research university known for its strengths in aeronautics, astronautics, and marine engineering.
- 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: Hebei University of Science and Technology Triple: [Shijiazhuang, hasUniversity, Hebei University of Science and Technology]
Generated description
Hebei University of Science and Technology is a comprehensive public university in China’s Hebei Province, known for its strong engineering, science, and applied technology programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebei University of Science and Technology Target entity description: Hebei University of Science and Technology is a comprehensive public university in China’s Hebei Province, known for its strong engineering, science, and applied technology programs.
-
A.
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.
-
B.
Hefei University of Technology
Hefei University of Technology is a major national key university in China known for its strong engineering, science, and technology programs.
-
C.
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.
-
D.
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.
-
E.
Northwestern Polytechnical University
Northwestern Polytechnical University is a leading Chinese research university known for its strengths in aeronautics, astronautics, and marine engineering.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98f95da88190a036a18f39f221c2 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108d7b64c8190a18bff804467fa2c |
completed | March 11, 2026, 6:16 a.m. |
| NEDg | Description generation | batch_69b1099ce7bc8190a541214034b856b8 |
completed | March 11, 2026, 6:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10a26d150819093b66967b805170c |
completed | March 11, 2026, 6:22 a.m. |
Created at: March 8, 2026, 2:57 p.m.