Triple
T8739773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pasir Mas |
E207470
|
entity |
| Predicate | hasNearbyBorderTown |
P78863
|
FINISHED |
| Object | Rantau Panjang |
E758044
|
NE FINISHED |
How this triple was built (3 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: Rantau Panjang | Statement: [Pasir Mas, hasNearbyBorderTown, Rantau Panjang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rantau Panjang Context triple: [Pasir Mas, hasNearbyBorderTown, Rantau Panjang]
-
A.
Rantau Panjang
chosen
Rantau Panjang is a Malaysian border town in Kelantan known for its bustling cross-border trade and duty-free shopping near the Thailand border.
-
B.
Rantau
Rantau is a state constituency in Malaysia’s Negeri Sembilan state, represented in the Negeri Sembilan State Legislative Assembly.
-
C.
Kuala Kangsar
Kuala Kangsar is a historic royal town in the Malaysian state of Perak, known as the traditional seat of the Perak Sultanate.
-
D.
Lumut
Lumut is a coastal town in the Malaysian state of Perak, known as a gateway to Pangkor Island and as a naval and port town.
-
E.
Lumut
Lumut is a small island located within Indonesia’s Bangka Belitung Islands province, known for its coastal tropical setting.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyBorderTown Context triple: [Pasir Mas, hasNearbyBorderTown, Rantau Panjang]
-
A.
hasNearbyTown
Indicates that one location has a town situated close to it in geographic proximity.
-
B.
hasNearbyTownType
Indicates that one entity has, in its vicinity, a town of a specified type or classification.
-
C.
hasBorderTownRole
Indicates that an entity serves in an official capacity or role specifically related to a town located on or near a border.
-
D.
hasBorderCity
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
E.
oppositeTownAcrossBorder
chosen
Indicates that one town is located directly across a border from another town, positioned as its opposite counterpart.
- F. None of above.
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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d486e34819094a6c6ec26c047cf |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf88dc7ba88190865957c8d344fa00 |
completed | April 3, 2026, 9:31 a.m. |
| PD | Predicate disambiguation | batch_69cc457322b481908712a9630a17b954 |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:38 p.m.