Triple
T7877891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Book of Han |
E182902
|
entity |
| Predicate | preliminaryWorkBy |
P79528
|
FINISHED |
| Object | Ban Biao |
E705673
|
NE FINISHED |
How this triple was built (3 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: Ban Biao | Statement: [Book of Han, preliminaryWorkBy, Ban Biao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ban Biao Context triple: [Book of Han, preliminaryWorkBy, Ban Biao]
-
A.
Ban Biao
chosen
Ban Biao was an early Eastern Han dynasty historian and scholar whose work laid the foundation for the classic Chinese historical text later known as the Book of Han.
-
B.
Ma Biao
Ma Biao was a prominent Chinese Muslim general of the National Revolutionary Army who played key roles in several major campaigns during the Republican era.
-
C.
Bai Xianyong
Bai Xianyong is a prominent Chinese-American writer and scholar best known for his modernist fiction and influential short story collection "Taipei People."
-
D.
Ren Bishi
Ren Bishi was a prominent early leader of the Chinese Communist Party who played key roles in its organizational development and revolutionary activities.
-
E.
Ban Shu
Ban Shu is a legendary figure from Chinese historical romance, often depicted as a courageous and intelligent woman navigating court politics and personal relationships in ancient China.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: preliminaryWorkBy Context triple: [Book of Han, preliminaryWorkBy, Ban Biao]
-
A.
performsWorkBy
Indicates that one entity carries out or executes work, tasks, or activities on behalf of or as defined by another entity.
-
B.
firstWork
Indicates that the related work is the earliest or initial work created, published, or produced by the entity in question.
-
C.
workBy
Indicates that a work (such as a creation, product, or result) is produced, authored, or created by a particular agent or entity.
-
D.
performedInWorkBy
Indicates that an action or role was carried out within a specific work (e.g., a film, book, or composition) by a particular agent or contributor.
-
E.
laterWorkBy
Indicates that one work was created after another work by the same creator or author.
- 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_69ca828a17248190b46defe758bc5ad3 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39bd64e481909f699e7dd2818b8f |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc561d31888190bae66fb009ace1a1 |
completed | March 31, 2026, 11:17 p.m. |
| PD | Predicate disambiguation | batch_69cae928e1b88190b0620f4c4f03bc7d |
completed | March 30, 2026, 9:20 p.m. |
| PDg | Predicate description generation | batch_69caf786ec748190b6347b0c94335550 |
completed | March 30, 2026, 10:21 p.m. |
Created at: March 30, 2026, 4:57 p.m.