Triple
T19570581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amman Valley |
E489701
|
entity |
| Predicate | hasTransportHistory |
P31374
|
FINISHED |
| Object | Amman Valley Railway |
—
|
NE NERFINISHED |
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: Amman Valley Railway | Statement: [Amman Valley, hasTransportHistory, Amman Valley Railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amman Valley Railway Context triple: [Amman Valley, hasTransportHistory, Amman Valley Railway]
-
A.
Hejaz Railway
The Hejaz Railway was an early 20th-century Ottoman narrow-gauge railway built to connect Damascus with the holy cities of the Hejaz, notably facilitating Muslim pilgrimage to Medina.
-
B.
Baghdad Railway
The Baghdad Railway was a major early 20th-century rail project intended to link Berlin with the Persian Gulf via Anatolia and Mesopotamia, symbolizing German influence and imperial ambitions in the Ottoman Empire.
-
C.
Qalyub railway junction
Qalyub railway junction is a major rail interchange in the city of Qalyub, Egypt, where multiple railway lines converge to connect Cairo with other regions of the country.
-
D.
Jezreel Valley railway
The Jezreel Valley railway is a rail line in northern Israel that follows the historic route connecting the Haifa area to the Jordan Valley, serving cities and towns across the Jezreel Valley region.
-
E.
Jaffa–Jerusalem railway
The Jaffa–Jerusalem railway is a historic rail line in Israel that was the first to connect the Mediterranean coast with Jerusalem, significantly shaping the region’s transportation and development.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amman Valley Railway Target entity description: Amman Valley Railway is a historic railway line in the Amman Valley of South Wales that once served local coal mining communities and passenger transport.
-
A.
Hejaz Railway
The Hejaz Railway was an early 20th-century Ottoman narrow-gauge railway built to connect Damascus with the holy cities of the Hejaz, notably facilitating Muslim pilgrimage to Medina.
-
B.
Baghdad Railway
The Baghdad Railway was a major early 20th-century rail project intended to link Berlin with the Persian Gulf via Anatolia and Mesopotamia, symbolizing German influence and imperial ambitions in the Ottoman Empire.
-
C.
Qalyub railway junction
Qalyub railway junction is a major rail interchange in the city of Qalyub, Egypt, where multiple railway lines converge to connect Cairo with other regions of the country.
-
D.
Jezreel Valley railway
The Jezreel Valley railway is a rail line in northern Israel that follows the historic route connecting the Haifa area to the Jordan Valley, serving cities and towns across the Jezreel Valley region.
-
E.
Jaffa–Jerusalem railway
The Jaffa–Jerusalem railway is a historic rail line in Israel that was the first to connect the Mediterranean coast with Jerusalem, significantly shaping the region’s transportation and development.
- F. None of above. chosen
Provenance (2 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6402043588190a99f5a55c5dcd8a6 |
completed | April 20, 2026, 3:02 p.m. |
Created at: April 10, 2026, 1:42 p.m.