Triple
T36802886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bang Kho Laem District |
E909367
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Industrial Ring Road Bridge
The Industrial Ring Road Bridge is a major cable-stayed bridge in Bangkok that forms part of the city’s ring road system, easing traffic congestion and connecting key industrial and urban areas across the Chao Phraya River.
|
E2199137
|
NE 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 Ring Road Bridge | Statement: [Bang Kho Laem District, hasTransportInfrastructure, Industrial Ring Road Bridge]
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Industrial Ring Road Bridge Triple: [Bang Kho Laem District, hasTransportInfrastructure, Industrial Ring Road Bridge]
Generated description
The Industrial Ring Road Bridge is a major cable-stayed bridge in Bangkok that forms part of the city’s ring road system, easing traffic congestion and connecting key industrial and urban areas across the Chao Phraya River.
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_69f76e7b98888190899b6478a82ad6ae |
completed | May 3, 2026, 3:49 p.m. |
| NER | Named-entity recognition | batch_69f7ca337f2c8190bf78aab10654ff78 |
completed | May 3, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a3d17b20bac8190bb73387ece847ddd |
completed | June 25, 2026, 11:57 a.m. |
| NEDg | Description generation | batch_6a3d18e02fdc8190bded018c870e7e53 |
completed | June 25, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a3d647697248190a8d3561f8986f0ff |
completed | June 25, 2026, 5:25 p.m. |
Created at: May 3, 2026, 4:12 p.m.