Triple
T10103465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pasir Gudang |
E216258
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Pasir Gudang Highway
Pasir Gudang Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the industrial town of Pasir Gudang with other parts of the region.
|
E841927
|
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: Pasir Gudang Highway | Statement: [Pasir Gudang, transportInfrastructure, Pasir Gudang Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pasir Gudang Highway Context triple: [Pasir Gudang, transportInfrastructure, Pasir Gudang Highway]
-
A.
Seremban–Port Dickson Highway
The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
-
B.
Trans-Sumatran Highway
The Trans-Sumatran Highway is a major road corridor that spans the length of Sumatra, connecting key cities and regions across the Indonesian island to support transportation and economic activity.
-
C.
Trans-Sulawesi Highway
The Trans-Sulawesi Highway is a major road network spanning the Indonesian island of Sulawesi, linking key cities and regions to support transportation, trade, and regional development.
-
D.
Shah Alam Expressway
The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
-
E.
Kuantan Bypass
Kuantan Bypass is a major roadway that diverts through-traffic around the city of Kuantan in Malaysia to ease congestion and improve regional connectivity.
- 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: Pasir Gudang Highway Triple: [Pasir Gudang, transportInfrastructure, Pasir Gudang Highway]
Generated description
Pasir Gudang Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the industrial town of Pasir Gudang with other parts of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pasir Gudang Highway Target entity description: Pasir Gudang Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the industrial town of Pasir Gudang with other parts of the region.
-
A.
Seremban–Port Dickson Highway
The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
-
B.
Trans-Sumatran Highway
The Trans-Sumatran Highway is a major road corridor that spans the length of Sumatra, connecting key cities and regions across the Indonesian island to support transportation and economic activity.
-
C.
Trans-Sulawesi Highway
The Trans-Sulawesi Highway is a major road network spanning the Indonesian island of Sulawesi, linking key cities and regions to support transportation, trade, and regional development.
-
D.
Shah Alam Expressway
The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
-
E.
Kuantan Bypass
Kuantan Bypass is a major roadway that diverts through-traffic around the city of Kuantan in Malaysia to ease congestion and improve regional connectivity.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09af07c819099774af46ebf62d7 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cbf9ffb88190a87833d6fe080950 |
completed | April 5, 2026, 8:54 p.m. |
| NEDg | Description generation | batch_69d2cd8d611c81909085b3290eb54d16 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce686da48190b32a2053b94f1d48 |
completed | April 5, 2026, 9:04 p.m. |
Created at: March 30, 2026, 9:03 p.m.