Triple
T17857274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khanewal |
E445973
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
Multan–Khanewal Road
Multan–Khanewal Road is a major intercity roadway in Punjab, Pakistan, connecting the cities of Multan and Khanewal and serving as an important regional transport route.
|
E1292025
|
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: Multan–Khanewal Road | Statement: [Khanewal, locatedOn, Multan–Khanewal Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multan–Khanewal Road Context triple: [Khanewal, locatedOn, Multan–Khanewal Road]
-
A.
Lahore–Jhang road
The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
-
B.
Multan–Bahawalpur road corridor
The Multan–Bahawalpur road corridor is a major regional highway link in southern Punjab, Pakistan, connecting key urban centers and facilitating trade and travel between Multan and Bahawalpur.
-
C.
Hasilpur–Bahawalpur Road
Hasilpur–Bahawalpur Road is a regional roadway in Punjab, Pakistan, that connects the town of Hasilpur with the city of Bahawalpur and serves as an important local transport route.
-
D.
Peshawar–Charsadda Road
Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
-
E.
Mardan–Swabi Road
Mardan–Swabi Road is a key regional roadway in Khyber Pakhtunkhwa, Pakistan, connecting the cities of Mardan and Swabi and facilitating local trade and travel.
- 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: Multan–Khanewal Road Triple: [Khanewal, locatedOn, Multan–Khanewal Road]
Generated description
Multan–Khanewal Road is a major intercity roadway in Punjab, Pakistan, connecting the cities of Multan and Khanewal and serving as an important regional transport route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multan–Khanewal Road Target entity description: Multan–Khanewal Road is a major intercity roadway in Punjab, Pakistan, connecting the cities of Multan and Khanewal and serving as an important regional transport route.
-
A.
Lahore–Jhang road
The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
-
B.
Multan–Bahawalpur road corridor
The Multan–Bahawalpur road corridor is a major regional highway link in southern Punjab, Pakistan, connecting key urban centers and facilitating trade and travel between Multan and Bahawalpur.
-
C.
Hasilpur–Bahawalpur Road
Hasilpur–Bahawalpur Road is a regional roadway in Punjab, Pakistan, that connects the town of Hasilpur with the city of Bahawalpur and serves as an important local transport route.
-
D.
Peshawar–Charsadda Road
Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
-
E.
Mardan–Swabi Road
Mardan–Swabi Road is a key regional roadway in Khyber Pakhtunkhwa, Pakistan, connecting the cities of Mardan and Swabi and facilitating local trade and travel.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4978d05708190838386d37eb157bc |
completed | April 19, 2026, 8:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c62097c8190a52994d2806cb54a |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d0529f081908d5fd390af9d6bb7 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030dbb23208190bb73c4f9cee76f73 |
completed | May 12, 2026, 11:23 a.m. |
Created at: April 10, 2026, 10:17 a.m.