Triple
T15129376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oaks, Pennsylvania |
E361376
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
Egypt Road
Egypt Road is a local roadway serving as a key transportation route in and around Oaks, Pennsylvania.
|
E1139070
|
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: Egypt Road | Statement: [Oaks, Pennsylvania, transportation, Egypt Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Egypt Road Context triple: [Oaks, Pennsylvania, transportation, Egypt Road]
-
A.
Upper Egypt highway
The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
-
B.
Cairo–Fayoum Road
The Cairo–Fayoum Road is a major highway in Egypt that links the capital city of Cairo with the Fayoum region, facilitating regional travel and commerce.
-
C.
Luxor–Hurghada Road
The Luxor–Hurghada Road is a major Egyptian highway linking the ancient Nile-side city of Luxor with the Red Sea resort hub of Hurghada across the Eastern Desert.
-
D.
Cairo–Alexandria agricultural road
The Cairo–Alexandria agricultural road is a major intercity highway in Egypt that runs through the Nile Delta, linking Cairo and Alexandria while serving numerous agricultural and industrial communities along its route.
-
E.
Cairo–Suez Road
The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
- 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: Egypt Road Triple: [Oaks, Pennsylvania, transportation, Egypt Road]
Generated description
Egypt Road is a local roadway serving as a key transportation route in and around Oaks, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Egypt Road Target entity description: Egypt Road is a local roadway serving as a key transportation route in and around Oaks, Pennsylvania.
-
A.
Upper Egypt highway
The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
-
B.
Cairo–Fayoum Road
The Cairo–Fayoum Road is a major highway in Egypt that links the capital city of Cairo with the Fayoum region, facilitating regional travel and commerce.
-
C.
Luxor–Hurghada Road
The Luxor–Hurghada Road is a major Egyptian highway linking the ancient Nile-side city of Luxor with the Red Sea resort hub of Hurghada across the Eastern Desert.
-
D.
Cairo–Alexandria agricultural road
The Cairo–Alexandria agricultural road is a major intercity highway in Egypt that runs through the Nile Delta, linking Cairo and Alexandria while serving numerous agricultural and industrial communities along its route.
-
E.
Cairo–Suez Road
The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fa449c8190aed8941168b063c3 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69febbfb58608190830eca7f9a78fc9c |
completed | May 9, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febc842a7081908a85ba2833212650 |
completed | May 9, 2026, 4:48 a.m. |
Created at: April 10, 2026, 3:06 a.m.