Triple
T16300358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Highway N-55 |
E395766
|
entity |
| Predicate | connectsRegion |
P845
|
FINISHED |
| Object | southern Pakistan |
E173018
|
NE FINISHED |
How this triple was built (2 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: southern Pakistan | Statement: [National Highway N-55, connectsRegion, southern Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Pakistan Context triple: [National Highway N-55, connectsRegion, southern Pakistan]
-
A.
southern Pakistan
chosen
Southern Pakistan is the lower region of the country encompassing coastal areas along the Arabian Sea and parts of the Indus River delta, including major cities such as Karachi and Hyderabad.
-
B.
Southwestern Pakistan
Southwestern Pakistan is a sparsely populated, arid region of Pakistan that includes parts of Balochistan and is characterized by deserts, rugged terrain, and a largely tribal social structure.
-
C.
northern Pakistan
Northern Pakistan is a mountainous region of Pakistan that includes parts of the Himalayas, Karakoram, and Hindu Kush ranges and is known for its dramatic landscapes and high-altitude valleys.
-
D.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
E.
eastern Pakistan
Eastern Pakistan refers to the eastern regions of the country of Pakistan, encompassing parts of the fertile Punjab plain and other areas along the border with India.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e31c9e8819094593f3aeb44f2ca |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003550fc0c8190ba78666da8b3cd81 |
completed | May 10, 2026, 7:35 a.m. |
Created at: April 10, 2026, 5:06 a.m.