Triple
T17207503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sumatra economic corridor |
E417638
|
entity |
| Predicate | keyInfrastructure |
P7519
|
FINISHED |
| Object |
Trans-Sumatra Toll Road
The Trans-Sumatra Toll Road is a major expressway network designed to connect key cities across Sumatra, boosting regional connectivity and economic development in Indonesia.
|
E1258085
|
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: Trans-Sumatra Toll Road | Statement: [Sumatra economic corridor, keyInfrastructure, Trans-Sumatra Toll Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Sumatra Toll Road Context triple: [Sumatra economic corridor, keyInfrastructure, Trans-Sumatra Toll Road]
-
A.
Trans-Java Toll Road
The Trans-Java Toll Road is a major expressway network spanning the length of Java Island in Indonesia, designed to enhance connectivity, reduce travel time, and support economic growth across the island’s key cities and industrial regions.
-
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.
Jakarta Outer Ring Road
Jakarta Outer Ring Road is a major toll expressway encircling Jakarta, Indonesia, designed to alleviate inner-city traffic congestion and connect key urban and suburban areas.
-
D.
Butterworth–Kulim Expressway
The Butterworth–Kulim Expressway is a major Malaysian highway linking the town of Kulim in Kedah to the coastal area of Butterworth in Penang, facilitating regional travel and commerce.
-
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: Trans-Sumatra Toll Road Triple: [Sumatra economic corridor, keyInfrastructure, Trans-Sumatra Toll Road]
Generated description
The Trans-Sumatra Toll Road is a major expressway network designed to connect key cities across Sumatra, boosting regional connectivity and economic development in Indonesia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-Sumatra Toll Road Target entity description: The Trans-Sumatra Toll Road is a major expressway network designed to connect key cities across Sumatra, boosting regional connectivity and economic development in Indonesia.
-
A.
Trans-Java Toll Road
The Trans-Java Toll Road is a major expressway network spanning the length of Java Island in Indonesia, designed to enhance connectivity, reduce travel time, and support economic growth across the island’s key cities and industrial regions.
-
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.
Jakarta Outer Ring Road
Jakarta Outer Ring Road is a major toll expressway encircling Jakarta, Indonesia, designed to alleviate inner-city traffic congestion and connect key urban and suburban areas.
-
D.
Butterworth–Kulim Expressway
The Butterworth–Kulim Expressway is a major Malaysian highway linking the town of Kulim in Kedah to the coastal area of Butterworth in Penang, facilitating regional travel and commerce.
-
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_69d886d6ba8c819093215917b3d01689 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dc283648190b2c1f957940024aa |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01674df2cc8190be602b15d49d38d0 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016c03dab88190926c36f2e6b55861 |
completed | May 11, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016cba568481908920fe42cae5f153 |
completed | May 11, 2026, 5:44 a.m. |
Created at: April 10, 2026, 5:38 a.m.