Triple
T8838589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasExpresswayAccess |
P385
|
FINISHED |
| Object |
Federal Highway
Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
|
E762913
|
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: Federal Highway | Statement: [Subang Jaya, hasExpresswayAccess, Federal Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Highway Context triple: [Subang Jaya, hasExpresswayAccess, Federal Highway]
-
A.
H-2 Interstate Highway
H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
-
B.
Highway 5
Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
-
C.
National Freeway 1
National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
-
D.
National Highway 1
National Highway 1 is a major roadway that forms part of a country's primary national highway system, connecting key cities and regions along its route.
-
E.
Generals Highway
Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
- 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: Federal Highway Triple: [Subang Jaya, hasExpresswayAccess, Federal Highway]
Generated description
Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Highway Target entity description: Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
-
A.
H-2 Interstate Highway
H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
-
B.
Highway 5
Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
-
C.
National Freeway 1
National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
-
D.
National Highway 1
National Highway 1 is a major roadway that forms part of a country's primary national highway system, connecting key cities and regions along its route.
-
E.
Generals Highway
Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0721430819091abe8c13a745725 |
completed | April 3, 2026, 11:11 a.m. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:48 p.m.