Triple
T12146164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peng Shige |
E289326
|
entity |
| Predicate | hasStudent |
P48
|
FINISHED |
| Object |
Liang Guo
Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
|
E970163
|
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: Liang Guo | Statement: [Peng Shige, hasStudent, Liang Guo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Guo Context triple: [Peng Shige, hasStudent, Liang Guo]
-
A.
Gongsun Hong
Gongsun Hong was a prominent Western Han dynasty statesman and Confucian scholar who rose from humble origins to become a leading architect of Emperor Wu’s centralizing and meritocratic policies.
-
B.
Liu Zhao
Liu Zhao, better known as Emperor He of Han, was an Eastern Han dynasty emperor whose reign saw significant influence from imperial in-laws and eunuchs over court politics.
-
C.
Duan Gong
Duan Gong was the era name used during part of the reign of Emperor Taizong of the Song dynasty in imperial China.
-
D.
Cao Wei
Cao Wei was a powerful Chinese state founded by the Cao family that ruled northern China during the Three Kingdoms period following the fall of the Han dynasty.
-
E.
Lü Bu
Lü Bu was a famed but notoriously treacherous warlord and warrior of the late Eastern Han dynasty, celebrated for his unmatched martial prowess and often depicted as the mightiest fighter of the Three Kingdoms era.
- 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: Liang Guo Triple: [Peng Shige, hasStudent, Liang Guo]
Generated description
Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Guo Target entity description: Liang Guo is a mathematician known as a student of the prominent Chinese probabilist Peng Shige.
-
A.
Gongsun Hong
Gongsun Hong was a prominent Western Han dynasty statesman and Confucian scholar who rose from humble origins to become a leading architect of Emperor Wu’s centralizing and meritocratic policies.
-
B.
Liu Zhao
Liu Zhao, better known as Emperor He of Han, was an Eastern Han dynasty emperor whose reign saw significant influence from imperial in-laws and eunuchs over court politics.
-
C.
Duan Gong
Duan Gong was the era name used during part of the reign of Emperor Taizong of the Song dynasty in imperial China.
-
D.
Cao Wei
Cao Wei was a powerful Chinese state founded by the Cao family that ruled northern China during the Three Kingdoms period following the fall of the Han dynasty.
-
E.
Lü Bu
Lü Bu was a famed but notoriously treacherous warlord and warrior of the late Eastern Han dynasty, celebrated for his unmatched martial prowess and often depicted as the mightiest fighter of the Three Kingdoms era.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915ac2ebc81909155f9b2fb4a2252 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a7e24ac819083e85fb8edb2ed2c |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60bdb39f48190ad6bc51db6c34163 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60d4889d48190b2dfda8a0978cc72 |
completed | May 2, 2026, 2:42 p.m. |
Created at: April 8, 2026, 9:49 p.m.