Triple
T15664995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Freeway 3 |
E377163
|
entity |
| Predicate | hasInterchangeWith |
P1018
|
FINISHED |
| Object |
National Freeway 4
National Freeway 4 is a major east–west expressway in Taiwan that connects Taichung and surrounding areas to the national freeway network.
|
E1176369
|
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: National Freeway 4 | Statement: [National Freeway 3, hasInterchangeWith, National Freeway 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Freeway 4 Context triple: [National Freeway 3, hasInterchangeWith, National Freeway 4]
-
A.
National Freeway 3
National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
-
B.
National Freeway 2
National Freeway 2 is a major Taiwanese expressway that connects Taoyuan International Airport with key urban and freeway networks in northern Taiwan.
-
C.
National Freeway 5
National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
-
D.
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.
-
E.
Federal Highway 45
Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
- 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: National Freeway 4 Triple: [National Freeway 3, hasInterchangeWith, National Freeway 4]
Generated description
National Freeway 4 is a major east–west expressway in Taiwan that connects Taichung and surrounding areas to the national freeway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Freeway 4 Target entity description: National Freeway 4 is a major east–west expressway in Taiwan that connects Taichung and surrounding areas to the national freeway network.
-
A.
National Freeway 3
National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
-
B.
National Freeway 2
National Freeway 2 is a major Taiwanese expressway that connects Taoyuan International Airport with key urban and freeway networks in northern Taiwan.
-
C.
National Freeway 5
National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
-
D.
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.
-
E.
Federal Highway 45
Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f0f4df08190ad2c5d78e435d8eb |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff908dae948190bb6fb51e35aff5ac |
completed | May 9, 2026, 7:52 p.m. |
| NEDg | Description generation | batch_69ff92d044f48190baefcf932f369350 |
completed | May 9, 2026, 8:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff934af4288190b3d3cad6af142334 |
completed | May 9, 2026, 8:04 p.m. |
Created at: April 10, 2026, 4:16 a.m.