Triple
T15459444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu |
E371857
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Liu He
Liu He is a Chinese politician and economist who has served as a key economic adviser and vice premier, playing a central role in shaping China’s economic policy and trade negotiations.
|
E1162726
|
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: Liu He | Statement: [Liu, notableBearer, Liu He]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu He Context triple: [Liu, notableBearer, Liu He]
-
A.
Liu Heng
Liu Heng, better known as Emperor Wen of Han, was a ruler of the Western Han dynasty renowned for his frugal governance and for helping inaugurate a long era of stability and prosperity in ancient China.
-
B.
Liu Qi
Liu Qi, better known as Emperor Jing of Han, was a Western Han dynasty ruler noted for consolidating imperial power and promoting economic stability in ancient China.
-
C.
Liu Da
Liu Da, better known as Emperor Zhang of Han, was a ruler of the Eastern Han dynasty noted for consolidating imperial power and promoting Confucian governance.
-
D.
Li Heng
Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
-
E.
He Xuntian
He Xuntian is a contemporary Chinese composer known for his innovative fusion of traditional Chinese musical elements with modern compositional techniques.
- 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: Liu He Triple: [Liu, notableBearer, Liu He]
Generated description
Liu He is a Chinese politician and economist who has served as a key economic adviser and vice premier, playing a central role in shaping China’s economic policy and trade negotiations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu He Target entity description: Liu He is a Chinese politician and economist who has served as a key economic adviser and vice premier, playing a central role in shaping China’s economic policy and trade negotiations.
-
A.
Liu Heng
Liu Heng, better known as Emperor Wen of Han, was a ruler of the Western Han dynasty renowned for his frugal governance and for helping inaugurate a long era of stability and prosperity in ancient China.
-
B.
Liu Qi
Liu Qi, better known as Emperor Jing of Han, was a Western Han dynasty ruler noted for consolidating imperial power and promoting economic stability in ancient China.
-
C.
Liu Da
Liu Da, better known as Emperor Zhang of Han, was a ruler of the Eastern Han dynasty noted for consolidating imperial power and promoting Confucian governance.
-
D.
Li Heng
Li Heng, better known as Emperor Suzong of Tang, was a Chinese emperor who reigned during the mid-8th century and helped restore imperial authority after the An Lushan Rebellion.
-
E.
He Xuntian
He Xuntian is a contemporary Chinese composer known for his innovative fusion of traditional Chinese musical elements with modern compositional techniques.
- 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_69d85cc8bd308190886949510b42e764 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f1623f0819086f6fc2bfd536609 |
completed | April 16, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d42977881909ed07b58c029cbe9 |
completed | May 9, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69ff40fa8b8c8190b75987e897a20cf5 |
completed | May 9, 2026, 2:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff4158866c819087240d56e613f75c |
completed | May 9, 2026, 2:14 p.m. |
Created at: April 10, 2026, 3:32 a.m.