Triple
T5695507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhengzhou |
E125528
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Henan University of Technology
Henan University of Technology is a public university in Zhengzhou, China, known for its strengths in engineering, grain science, and food-related disciplines.
|
E545358
|
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: Henan University of Technology | Statement: [Zhengzhou, hasUniversity, Henan University of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henan University of Technology Context triple: [Zhengzhou, hasUniversity, Henan University of Technology]
-
A.
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.
-
B.
Hubei University of Technology
Hubei University of Technology is a provincial public university in Wuhan, China, known for its engineering, technology, and applied sciences programs.
-
C.
Zhengzhou University
Zhengzhou University is a major comprehensive public university in Henan Province, China, known for its large student population and wide range of academic disciplines.
-
D.
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.
-
E.
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.
- 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: Henan University of Technology Triple: [Zhengzhou, hasUniversity, Henan University of Technology]
Generated description
Henan University of Technology is a public university in Zhengzhou, China, known for its strengths in engineering, grain science, and food-related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Henan University of Technology Target entity description: Henan University of Technology is a public university in Zhengzhou, China, known for its strengths in engineering, grain science, and food-related disciplines.
-
A.
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.
-
B.
Hubei University of Technology
Hubei University of Technology is a provincial public university in Wuhan, China, known for its engineering, technology, and applied sciences programs.
-
C.
Zhengzhou University
Zhengzhou University is a major comprehensive public university in Henan Province, China, known for its large student population and wide range of academic disciplines.
-
D.
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.
-
E.
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.
- 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_69c0082bb19c8190823a4facd3cba79b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02409e70081909e47f2bd4a50fa12 |
completed | March 22, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07ddd0f248190a796055212284542 |
completed | March 22, 2026, 11:40 p.m. |
| NEDg | Description generation | batch_69c08a536ecc8190a4a0391e28076d44 |
completed | March 23, 2026, 12:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08ad660688190b5d3563ac2a9d0d9 |
completed | March 23, 2026, 12:35 a.m. |
Created at: March 22, 2026, 3:45 p.m.