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.