Triple
T8186056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | N-95 (Swat) Highway |
E191185
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Matta (Swat)
Matta (Swat) is a town in Pakistan’s Swat District, Khyber Pakhtunkhwa, known as an important local center within the scenic Swat Valley.
|
E723880
|
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: Matta (Swat) | Statement: [N-95 (Swat) Highway, connects, Matta (Swat)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matta (Swat) Context triple: [N-95 (Swat) Highway, connects, Matta (Swat)]
-
A.
Mingora
Mingora is the largest city in Pakistan’s Swat Valley, known as a commercial and tourist hub and as the hometown of Nobel laureate Malala Yousafzai.
-
B.
Orakzai
Orakzai is a Pashtun tribe traditionally inhabiting the Orakzai District in Pakistan’s Khyber Pakhtunkhwa province.
-
C.
Gojal Valley
Gojal Valley is a high-altitude region in northern Pakistan’s Hunza District, known for its dramatic Karakoram mountain scenery, glaciers, and proximity to the China–Pakistan border.
-
D.
Panjgur
Panjgur is a town and district headquarters in Pakistan’s Balochistan province, known for its date cultivation and location along historic trade routes.
-
E.
Swabi
Swabi is a city in northern Pakistan known as an agricultural and commercial center in the Khyber Pakhtunkhwa province.
- 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: Matta (Swat) Triple: [N-95 (Swat) Highway, connects, Matta (Swat)]
Generated description
Matta (Swat) is a town in Pakistan’s Swat District, Khyber Pakhtunkhwa, known as an important local center within the scenic Swat Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matta (Swat) Target entity description: Matta (Swat) is a town in Pakistan’s Swat District, Khyber Pakhtunkhwa, known as an important local center within the scenic Swat Valley.
-
A.
Mingora
Mingora is the largest city in Pakistan’s Swat Valley, known as a commercial and tourist hub and as the hometown of Nobel laureate Malala Yousafzai.
-
B.
Orakzai
Orakzai is a Pashtun tribe traditionally inhabiting the Orakzai District in Pakistan’s Khyber Pakhtunkhwa province.
-
C.
Gojal Valley
Gojal Valley is a high-altitude region in northern Pakistan’s Hunza District, known for its dramatic Karakoram mountain scenery, glaciers, and proximity to the China–Pakistan border.
-
D.
Panjgur
Panjgur is a town and district headquarters in Pakistan’s Balochistan province, known for its date cultivation and location along historic trade routes.
-
E.
Swabi
Swabi is a city in northern Pakistan known as an agricultural and commercial center in the Khyber Pakhtunkhwa province.
- 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_69ca82c5b6948190a583c096fb0a6c71 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c52407c8190bd366fce6d4e02cd |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd67c5853c8190843e7520f3be73b2 |
completed | April 1, 2026, 6:45 p.m. |
| NEDg | Description generation | batch_69cd6c1f75748190b119acd0d92f2ef9 |
completed | April 1, 2026, 7:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7dd65fac8190b8f44b1cf2be7bdd |
completed | April 1, 2026, 8:19 p.m. |
Created at: March 30, 2026, 5:41 p.m.