Triple
T6499253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langfang |
E148838
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Hebei University of Technology (Langfang campus)
Hebei University of Technology (Langfang campus) is a branch campus of Hebei University of Technology located in Langfang, Hebei Province, offering engineering-focused higher education programs.
|
E600329
|
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 Technology (Langfang campus) | Statement: [Langfang, hasHigherEducationInstitution, Hebei University of Technology (Langfang campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebei University of Technology (Langfang campus) Context triple: [Langfang, hasHigherEducationInstitution, Hebei University of Technology (Langfang campus)]
-
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.
Qinhuangdao Campus
Qinhuangdao Campus is a branch campus of Northeastern University (China) located in the coastal city of Qinhuangdao, Hebei Province.
-
C.
Hebei University
Hebei University is a comprehensive public university in Hebei Province, China, known for its wide range of academic disciplines and research programs.
-
D.
Beijing University of Civil Engineering and Architecture Daxing campus
Beijing University of Civil Engineering and Architecture Daxing campus is a branch campus of the specialized civil engineering and architecture university located in Beijing’s Daxing District, serving as a hub for engineering, architecture, and urban construction education and research.
-
E.
Shijiazhuang Tiedao University
Shijiazhuang Tiedao University is a Chinese higher education institution known for its strong focus on railway engineering, transportation, and related engineering disciplines.
- 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 Technology (Langfang campus) Triple: [Langfang, hasHigherEducationInstitution, Hebei University of Technology (Langfang campus)]
Generated description
Hebei University of Technology (Langfang campus) is a branch campus of Hebei University of Technology located in Langfang, Hebei Province, offering engineering-focused higher education programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebei University of Technology (Langfang campus) Target entity description: Hebei University of Technology (Langfang campus) is a branch campus of Hebei University of Technology located in Langfang, Hebei Province, offering engineering-focused higher education programs.
-
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.
Qinhuangdao Campus
Qinhuangdao Campus is a branch campus of Northeastern University (China) located in the coastal city of Qinhuangdao, Hebei Province.
-
C.
Hebei University
Hebei University is a comprehensive public university in Hebei Province, China, known for its wide range of academic disciplines and research programs.
-
D.
Beijing University of Civil Engineering and Architecture Daxing campus
Beijing University of Civil Engineering and Architecture Daxing campus is a branch campus of the specialized civil engineering and architecture university located in Beijing’s Daxing District, serving as a hub for engineering, architecture, and urban construction education and research.
-
E.
Shijiazhuang Tiedao University
Shijiazhuang Tiedao University is a Chinese higher education institution known for its strong focus on railway engineering, transportation, and related engineering disciplines.
- 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad1c46c819089db43e7c3a8d160 |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb1f649c8190bcc26f15d7a4faca |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cd03c56c8190a0e7c69597ab8c83 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdfc23988190a4062abbcc312cb4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:41 p.m.