Triple
T23885906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langfang Economic and Technological Development Zone |
E600327
|
entity |
| Predicate | transportationAdvantage |
P55411
|
FINISHED |
| Object | proximity to major highways |
—
|
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: proximity to major highways | Statement: [Langfang Economic and Technological Development Zone, transportationAdvantage, proximity to major highways]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportationAdvantage Context triple: [Langfang Economic and Technological Development Zone, transportationAdvantage, proximity to major highways]
-
A.
transportationFunction
Indicates that one entity serves to move or carry another entity from one place to another.
-
B.
transportationCharacteristic
chosen
Indicates a specific property, feature, or quality that characterizes a mode, means, or instance of transportation.
-
C.
transportation
Indicates the movement of someone or something from one place to another, typically using a vehicle or transit system.
-
D.
transportationContext
Indicates the situational or environmental conditions under which transportation occurs, such as mode, purpose, or circumstances of travel.
-
E.
transports
Indicates that one entity carries or conveys another entity from one place to another.
- 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_69e295318e148190b9979d8fc02e168f |
completed | April 17, 2026, 8:16 p.m. |
| NER | Named-entity recognition | batch_69f1ccff46208190a8de3254dabd51ab |
completed | April 29, 2026, 9:18 a.m. |
| PD | Predicate disambiguation | batch_69f1614e24b48190a1c8fb5b7c75ee0f |
completed | April 29, 2026, 1:39 a.m. |
Created at: April 17, 2026, 8:24 p.m.