Triple
T13231700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kurram District |
E315034
|
entity |
| Predicate | borderCrossingArea |
P108638
|
FINISHED |
| Object | Kurram Valley |
E800967
|
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: Kurram Valley | Statement: [Kurram District, borderCrossingArea, Kurram Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kurram Valley Context triple: [Kurram District, borderCrossingArea, Kurram Valley]
-
A.
Kurram Valley
chosen
Kurram Valley is a mountainous region along the Afghanistan–Pakistan border, historically significant as a strategic frontier area and home to diverse tribal communities.
-
B.
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.
-
C.
Kaghan Valley
Kaghan Valley is a scenic alpine valley in northern Pakistan renowned for its lush landscapes, rivers, and popular hill stations that attract tourists year-round.
-
D.
Panjkora Valley
Panjkora Valley is a scenic mountainous valley in Pakistan’s Khyber Pakhtunkhwa province, known for its rugged terrain, river landscapes, and rural settlements.
-
E.
Quetta Valley
Quetta Valley is a fertile, mountainous valley in Balochistan, Pakistan, known for surrounding the city of Quetta and serving as an important agricultural and strategic region.
- 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: borderCrossingArea Context triple: [Kurram District, borderCrossingArea, Kurram Valley]
-
A.
crossesBorderOf
Indicates that one entity passes from one side of the boundary of another entity (typically a region or area) to the other side, traversing its border.
-
B.
borderCrossingRequirement
Indicates the conditions or obligations that must be met for an entity to legally or formally cross a border between jurisdictions.
-
C.
borderCrossingMode
Indicates the means or method by which a border is crossed between territories or jurisdictions.
-
D.
crossedBoundary
Indicates that an entity has moved from one defined area, region, or limit into another, thereby passing across a specified boundary.
-
E.
borderTownAcrossBorder
Indicates that a town lies on one side of a border directly opposite or adjacent to a town on the other side of that border.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d34ff288190bdb550a019b7a470 |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78acdaae881908825e5308f0ba388 |
completed | May 3, 2026, 5:50 p.m. |
| PD | Predicate disambiguation | batch_69d98bcb21648190aef241de1e7887e2 |
completed | April 10, 2026, 11:46 p.m. |
| PDg | Predicate description generation | batch_69d98c959ba08190adf29dc0c4e1fca6 |
completed | April 10, 2026, 11:49 p.m. |
Created at: April 9, 2026, 9:22 p.m.