Triple
T12058651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indus Highway |
E287107
|
entity |
| Predicate | parallelCorridorTo |
P56859
|
FINISHED |
| Object | N-5 National Highway |
E949613
|
NE FINISHED |
How this triple was built (3 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: N-5 National Highway | Statement: [Indus Highway, parallelCorridorTo, N-5 National Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N-5 National Highway Context triple: [Indus Highway, parallelCorridorTo, N-5 National Highway]
-
A.
N-5 National Highway
chosen
N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
-
B.
N-40 National Highway
N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
-
C.
N-45 National Highway
N-45 National Highway is a major roadway in Pakistan that serves as a key transportation corridor connecting important cities and regions in the country’s northwest.
-
D.
N-15 National Highway
N-15 National Highway is a major roadway in northern Pakistan that connects the scenic Babusar Top pass with other key towns in the mountainous region.
-
E.
N-35 National Highway
N-35 National Highway, also known as the Karakoram Highway in much of its length, is a major north–south route in Pakistan that connects the country to China through the Karakoram mountain range.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: parallelCorridorTo Context triple: [Indus Highway, parallelCorridorTo, N-5 National Highway]
-
A.
parallelCorridorFor
chosen
Indicates that one corridor runs alongside and in the same general direction as another corridor, forming a parallel passage.
-
B.
corridorOrientation
Indicates the directional alignment or bearing of a corridor relative to a reference frame or coordinate system.
-
C.
corridorFunction
Indicates that one entity serves as a corridor or passageway functionally connecting or providing access between other spaces or areas.
-
D.
lineCorridor
Indicates that one entity is a corridor represented or approximated by a line, typically modeling a narrow passageway or path between areas.
-
E.
hasCorridor
Indicates that one entity includes, is connected by, or provides access through a corridor to another entity.
- F. None of above.
Provenance (4 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63454d1b88190a01db0e2a7363d05 |
completed | May 2, 2026, 5:28 p.m. |
| PD | Predicate disambiguation | batch_69d902bda47c8190b94860b31df4a98c |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:47 p.m.