Triple
T14614159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liang |
E343037
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Liang Bo
Liang Bo is a Chinese singer-songwriter best known for winning the first season of the television talent show "The Voice of China."
|
E1147946
|
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 Bo | Statement: [Liang, hasNotableBearer, Liang Bo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Bo Context triple: [Liang, hasNotableBearer, Liang Bo]
-
A.
Liang Wengen
Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
-
B.
Tang Enbo
Tang Enbo was a prominent Nationalist Chinese general known for his leadership in major battles against Japanese forces during the Second Sino-Japanese War.
-
C.
Sun Lianzhong
Sun Lianzhong was a Nationalist Chinese general noted for his leadership in key battles against Japanese forces during the Second Sino-Japanese War.
-
D.
Liang Jingdong
Liang Jingdong is a Chinese actor known for his supporting roles in contemporary Chinese film and television dramas.
-
E.
Hou Liang
Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
- 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 Bo Triple: [Liang, hasNotableBearer, Liang Bo]
Generated description
Liang Bo is a Chinese singer-songwriter best known for winning the first season of the television talent show "The Voice of China."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Bo Target entity description: Liang Bo is a Chinese singer-songwriter best known for winning the first season of the television talent show "The Voice of China."
-
A.
Liang Wengen
Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
-
B.
Tang Enbo
Tang Enbo was a prominent Nationalist Chinese general known for his leadership in major battles against Japanese forces during the Second Sino-Japanese War.
-
C.
Sun Lianzhong
Sun Lianzhong was a Nationalist Chinese general noted for his leadership in key battles against Japanese forces during the Second Sino-Japanese War.
-
D.
Liang Jingdong
Liang Jingdong is a Chinese actor known for his supporting roles in contemporary Chinese film and television dramas.
-
E.
Hou Liang
Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb45264988190a1df13e8b54a85bd |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef5e176081909e822881a866ecec |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69feefd76a8081908c9167209f9b1ce3 |
completed | May 9, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef142023481909c82cd0056feeceb |
completed | May 9, 2026, 8:33 a.m. |
Created at: April 10, 2026, 1:25 a.m.