Triple
T27955957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ma Chao |
E703548
|
entity |
| Predicate | joinedShu |
P163806
|
FINISHED |
| Object | after defecting from Zhang Lu |
—
|
LITERAL FINISHED |
How this triple was built (2 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: after defecting from Zhang Lu | Statement: [Ma Chao, joinedShu, after defecting from Zhang Lu]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: joinedShu Context triple: [Ma Chao, joinedShu, after defecting from Zhang Lu]
-
A.
joinedPluralityBy
Indicates that multiple entities collectively became members or participants of the same group, organization, or event through a shared act of joining.
-
B.
joinMethod
Indicates the technique or approach by which two or more entities are combined or linked together.
-
C.
joinedDavidAt
Indicates that one entity went to or came into the same place or situation as David to be with him.
-
D.
unionEntry
Indicates that an entity is a member or participant in a specific union or collective organization.
-
E.
joinedNorthernUnion
Indicates that an entity became a member of, or formally aligned with, the Northern Union.
- F. None of above. chosen
Provenance (4 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_69ef840c8b2c8190946ae9522774ba51 |
completed | April 27, 2026, 3:43 p.m. |
| NER | Named-entity recognition | batch_69f63c045bd081908e0cb2a119202e8f |
completed | May 2, 2026, 6:01 p.m. |
| PD | Predicate disambiguation | batch_69f6370ea79c81909b761821ee0fa698 |
completed | May 2, 2026, 5:40 p.m. |
| PDg | Predicate description generation | batch_69f63b3039808190b00bbd19161487f3 |
completed | May 2, 2026, 5:58 p.m. |
Created at: April 27, 2026, 7:28 p.m.