Triple
T2222790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thạch Thất District |
E48178
|
entity |
| Predicate | developmentOrientation |
P1101
|
FINISHED |
| Object | industrial development |
—
|
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 development | Statement: [Thạch Thất District, developmentOrientation, industrial development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentOrientation Context triple: [Thạch Thất District, developmentOrientation, industrial development]
-
A.
sessionOrientation
Indicates the directional or spatial alignment relationship established between entities within a session or interaction context.
-
B.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
C.
orientation
chosen
Indicates the relative directional alignment or facing of one entity with respect to another or to a reference frame.
-
D.
developmentStart
Indicates the point in time or event when the development process of something begins.
-
E.
developmentBegan
Indicates that the process of creating or developing something was initiated at a particular time or under certain conditions.
- F. None of above.
Provenance (3 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_69a88aa1ee708190862c8c378c41e9eb |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc03bfdd48190bfb96ec3e41c22dc |
completed | March 7, 2026, 6:05 a.m. |
| PD | Predicate disambiguation | batch_69abbdac31d8819092d17815e11921e9 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.