Triple
T10958553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KTM Komuter |
E258906
|
entity |
| Predicate | hasLine |
P35
|
FINISHED |
| Object |
Tanjung Malim branch
Tanjung Malim branch is a KTM Komuter commuter rail line segment serving the Tanjung Malim area in Malaysia.
|
E896719
|
NE FINISHED |
How this triple was built (4 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: Tanjung Malim branch | Statement: [KTM Komuter, hasLine, Tanjung Malim branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tanjung Malim branch Context triple: [KTM Komuter, hasLine, Tanjung Malim branch]
-
A.
Kuala Kubu Bharu
Kuala Kubu Bharu is a historic hill town in Hulu Selangor, Malaysia, known for its colonial-era architecture, cool climate, and proximity to nature attractions such as waterfalls and reservoirs.
-
B.
Kulim
Kulim is a prominent town and industrial hub in the Malaysian state of Kedah, known for its high-tech manufacturing and proximity to Penang.
-
C.
Tanjong Sepat
Tanjong Sepat is a coastal town in the Sepang District of Selangor, Malaysia, known for its fishing industry, seafood, and seaside attractions.
-
D.
Kulim District
Kulim District is an administrative district in the state of Kedah, Malaysia, known for its growing industrial and technological development.
-
E.
Gombak
Gombak is a district in the state of Selangor, Malaysia, located within the greater Kuala Lumpur metropolitan area in the Klang Valley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Tanjung Malim branch Triple: [KTM Komuter, hasLine, Tanjung Malim branch]
Generated description
Tanjung Malim branch is a KTM Komuter commuter rail line segment serving the Tanjung Malim area in Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tanjung Malim branch Target entity description: Tanjung Malim branch is a KTM Komuter commuter rail line segment serving the Tanjung Malim area in Malaysia.
-
A.
Kuala Kubu Bharu
Kuala Kubu Bharu is a historic hill town in Hulu Selangor, Malaysia, known for its colonial-era architecture, cool climate, and proximity to nature attractions such as waterfalls and reservoirs.
-
B.
Kulim
Kulim is a prominent town and industrial hub in the Malaysian state of Kedah, known for its high-tech manufacturing and proximity to Penang.
-
C.
Tanjong Sepat
Tanjong Sepat is a coastal town in the Sepang District of Selangor, Malaysia, known for its fishing industry, seafood, and seaside attractions.
-
D.
Kulim District
Kulim District is an administrative district in the state of Kedah, Malaysia, known for its growing industrial and technological development.
-
E.
Gombak
Gombak is a district in the state of Selangor, Malaysia, located within the greater Kuala Lumpur metropolitan area in the Klang Valley.
- F. None of above. chosen
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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77126d9288190aa5daf2ba83d731d |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d751e8e081908f31ab2d82105c3c |
completed | April 18, 2026, 12:58 a.m. |
| NEDg | Description generation | batch_69e2ff1ddd2c8190b31f5007f7492a4e |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3260494bc81909e3dd4829697fb72 |
completed | April 18, 2026, 6:34 a.m. |
Created at: April 8, 2026, 9:23 p.m.