Triple

T12066118
Position Surface form Disambiguated ID Type / Status
Subject Gurabo, Puerto Rico E287298 entity
Predicate hasTransportationLink P1298 FINISHED
Object Puerto Rico Highway 181
Puerto Rico Highway 181 is a major north–south roadway in Puerto Rico that connects several municipalities in the island’s eastern region, including Gurabo.
E974517 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: Puerto Rico Highway 181 | Statement: [Gurabo, Puerto Rico, hasTransportationLink, Puerto Rico Highway 181]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Highway 181
Context triple: [Gurabo, Puerto Rico, hasTransportationLink, Puerto Rico Highway 181]
  • A. Puerto Rico Highway 189
    Puerto Rico Highway 189 is a regional roadway in Puerto Rico that connects several municipalities in the island’s eastern metropolitan area, facilitating local and commuter traffic.
  • B. Puerto Rico Highway 18
    Puerto Rico Highway 18 is a major toll expressway in the San Juan metropolitan area that serves as part of the city’s beltway, connecting key routes and facilitating traffic flow around the capital.
  • C. Puerto Rico Highway 167
    Puerto Rico Highway 167 is a major roadway in Puerto Rico that serves as a key connector between inland municipalities and the San Juan metropolitan area.
  • D. Puerto Rico Highway 165
    Puerto Rico Highway 165 is a major coastal roadway in northern Puerto Rico that connects several municipalities and provides access to both urban areas and scenic shoreline regions.
  • E. Puerto Rico Highway 199
    Puerto Rico Highway 199 is a major urban thoroughfare in the San Juan metropolitan area of Puerto Rico, serving as an important connector route through several municipalities including Guaynabo and Bayamón.
  • 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: Puerto Rico Highway 181
Triple: [Gurabo, Puerto Rico, hasTransportationLink, Puerto Rico Highway 181]
Generated description
Puerto Rico Highway 181 is a major north–south roadway in Puerto Rico that connects several municipalities in the island’s eastern region, including Gurabo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Highway 181
Target entity description: Puerto Rico Highway 181 is a major north–south roadway in Puerto Rico that connects several municipalities in the island’s eastern region, including Gurabo.
  • A. Puerto Rico Highway 189
    Puerto Rico Highway 189 is a regional roadway in Puerto Rico that connects several municipalities in the island’s eastern metropolitan area, facilitating local and commuter traffic.
  • B. Puerto Rico Highway 18
    Puerto Rico Highway 18 is a major toll expressway in the San Juan metropolitan area that serves as part of the city’s beltway, connecting key routes and facilitating traffic flow around the capital.
  • C. Puerto Rico Highway 167
    Puerto Rico Highway 167 is a major roadway in Puerto Rico that serves as a key connector between inland municipalities and the San Juan metropolitan area.
  • D. Puerto Rico Highway 165
    Puerto Rico Highway 165 is a major coastal roadway in northern Puerto Rico that connects several municipalities and provides access to both urban areas and scenic shoreline regions.
  • E. Puerto Rico Highway 199
    Puerto Rico Highway 199 is a major urban thoroughfare in the San Juan metropolitan area of Puerto Rico, serving as an important connector route through several municipalities including Guaynabo and Bayamón.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904423dc08190a47194422255c62e completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e41191c81909284248d1b873b11 completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:48 p.m.