Triple

T9688857
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Highway 52 E234486 entity
Predicate highwaySystem P1019 FINISHED
Object Puerto Rico Highway System
The Puerto Rico Highway System is the integrated network of primary and secondary roads that connects cities and regions across the island of Puerto Rico.
 E815566 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 System | Statement: [Puerto Rico Highway 52, highwaySystem, Puerto Rico Highway System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Highway System
Context triple: [Puerto Rico Highway 52, highwaySystem, Puerto Rico Highway System]
  • A. Puerto Rico Highway 5
    Puerto Rico Highway 5 is a major roadway in Puerto Rico that connects several municipalities in the northern region, serving as an important route for local and regional traffic.
  • B. Puerto Rico Highway 2
    Puerto Rico Highway 2 is a major arterial road in Puerto Rico that runs along the island’s northern and western coasts, connecting key cities and municipalities.
  • C. 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.
  • D. 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.
  • E. Puerto Rico Highway 52
    Puerto Rico Highway 52 is a major toll expressway that runs through central Puerto Rico, connecting the capital San Juan with southern cities like Ponce and passing through Caguas.
  • 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 System
Triple: [Puerto Rico Highway 52, highwaySystem, Puerto Rico Highway System]
Generated description
The Puerto Rico Highway System is the integrated network of primary and secondary roads that connects cities and regions across the island of Puerto Rico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Highway System
Target entity description: The Puerto Rico Highway System is the integrated network of primary and secondary roads that connects cities and regions across the island of Puerto Rico.
  • A. Puerto Rico Highway 5
    Puerto Rico Highway 5 is a major roadway in Puerto Rico that connects several municipalities in the northern region, serving as an important route for local and regional traffic.
  • B. Puerto Rico Highway 2
    Puerto Rico Highway 2 is a major arterial road in Puerto Rico that runs along the island’s northern and western coasts, connecting key cities and municipalities.
  • C. 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.
  • D. 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.
  • E. Puerto Rico Highway 52
    Puerto Rico Highway 52 is a major toll expressway that runs through central Puerto Rico, connecting the capital San Juan with southern cities like Ponce and passing through Caguas.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d019d40819095059a4d6167900a completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1911427d48190855506ab61f8a2ce completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d193a5cdac8190b84564f397d00124 completed April 4, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69d19457c6488190a7bc72e1a27c088a completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:17 p.m.