Triple
T15507153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeast China industrial base |
E379110
|
entity |
| Predicate | developmentDirection |
P118916
|
FINISHED |
| Object | industrial upgrading |
—
|
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: industrial upgrading | Statement: [Northeast China industrial base, developmentDirection, industrial upgrading]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentDirection Context triple: [Northeast China industrial base, developmentDirection, industrial upgrading]
-
A.
developmentFor
Indicates that one entity is created, adapted, or advanced specifically for the benefit, use, or purpose of another entity.
-
B.
developmentPillar
Indicates that one entity serves as a fundamental pillar or core focus area supporting the development or growth of another entity.
-
C.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
D.
developmentResult
Indicates that one entity is the outcome, product, or consequence resulting from the development process of another entity.
-
E.
developmentProject
Indicates a relationship where an organized effort or initiative is undertaken to plan, create, improve, or expand something over a defined period.
- 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fcea8888190a7b69aca360183c3 |
completed | April 16, 2026, 1:47 a.m. |
| PD | Predicate disambiguation | batch_69ded2896a9c8190a8b9627deb3c17b4 |
completed | April 14, 2026, 11:49 p.m. |
| PDg | Predicate description generation | batch_69ded57165288190979b7acb71ad5145 |
completed | April 15, 2026, 12:01 a.m. |
Created at: April 10, 2026, 3:55 a.m.