Triple
T5620442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TEC bus lines |
E147587
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Liège Province |
E60709
|
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: Liège Province | Statement: [TEC bus lines, serviceArea, Liège Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liège Province Context triple: [TEC bus lines, serviceArea, Liège Province]
-
A.
Province of Liège
chosen
The Province of Liège is a predominantly French-speaking province in eastern Belgium, known for its industrial heritage, cultural history, and location bordering Germany, the Netherlands, and Luxembourg.
-
B.
Namur Province
Namur Province is a predominantly French-speaking region in southern Belgium known for its historic capital city of Namur and its role as part of the Walloon area.
-
C.
Walloon Brabant
Walloon Brabant is a predominantly French-speaking province in central Belgium known for its historic towns, universities, and proximity to Brussels.
-
D.
Province of Hainaut
The Province of Hainaut is a French-speaking administrative region in western Belgium known for its industrial heritage, historic cities like Mons and Charleroi, and proximity to the French border.
-
E.
Arrondissement of Liège
The Arrondissement of Liège is an administrative district in the province of Liège, Belgium, centered on the city of Liège and encompassing several surrounding municipalities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c00906f2a88190a992c66b13d606d4 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02211c8f4819090d19656c6eac2d4 |
completed | March 22, 2026, 5:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c107b36b3c819084d7e8fda4de74b7 |
completed | March 23, 2026, 9:28 a.m. |
Created at: March 22, 2026, 3:40 p.m.