Triple
T7854314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taian |
E182132
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Shandong Agricultural University
Shandong Agricultural University is a key agricultural-focused higher education institution in China known for its research and teaching in agronomy, life sciences, and related fields.
|
E701973
|
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 Agricultural University | Statement: [Taian, hasHigherEducationInstitution, Shandong Agricultural University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shandong Agricultural University Context triple: [Taian, hasHigherEducationInstitution, Shandong Agricultural University]
-
A.
Shenyang Agricultural University
Shenyang Agricultural University is a higher education institution in Shenyang, China, specializing in agricultural and related sciences.
-
B.
Nanjing Agricultural University
Nanjing Agricultural University is a prominent Chinese institution of higher education specializing in agricultural and life sciences research and teaching.
-
C.
China Agricultural University
China Agricultural University is a leading Chinese higher education institution specializing in agriculture and related sciences, located in Beijing.
-
D.
Beijing University of Agriculture
Beijing University of Agriculture is a specialized higher education institution in Beijing focusing on agricultural sciences, technology, and related applied disciplines.
-
E.
Shandong Normal University
Shandong Normal University is a comprehensive public university in Jinan, China, known for its strong teacher education programs and broad range of 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: Shandong Agricultural University Triple: [Taian, hasHigherEducationInstitution, Shandong Agricultural University]
Generated description
Shandong Agricultural University is a key agricultural-focused higher education institution in China known for its research and teaching in agronomy, life sciences, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shandong Agricultural University Target entity description: Shandong Agricultural University is a key agricultural-focused higher education institution in China known for its research and teaching in agronomy, life sciences, and related fields.
-
A.
Shenyang Agricultural University
Shenyang Agricultural University is a higher education institution in Shenyang, China, specializing in agricultural and related sciences.
-
B.
Nanjing Agricultural University
Nanjing Agricultural University is a prominent Chinese institution of higher education specializing in agricultural and life sciences research and teaching.
-
C.
China Agricultural University
China Agricultural University is a leading Chinese higher education institution specializing in agriculture and related sciences, located in Beijing.
-
D.
Beijing University of Agriculture
Beijing University of Agriculture is a specialized higher education institution in Beijing focusing on agricultural sciences, technology, and related applied disciplines.
-
E.
Shandong Normal University
Shandong Normal University is a comprehensive public university in Jinan, China, known for its strong teacher education programs and broad range of 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a72cfdc8190a3186c4c2894f571 |
completed | March 31, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdf3828fc81908a118420a6b0a736 |
completed | March 31, 2026, 2:50 p.m. |
| NEDg | Description generation | batch_69cbe436e20481908b297cd94eafbeec |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0c32aac081909cdd0d69cacdd27f |
completed | March 31, 2026, 6:02 p.m. |
Created at: March 30, 2026, 4:51 p.m.