Triple

T11913204
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Highway 5 E283445 entity
Predicate abbreviation P43 FINISHED
Object PR-5
PR-5 is a primary highway in Puerto Rico that connects the municipalities of Bayamón and Naranjito, serving as an important route in the island’s northern region.
E953133 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: PR-5 | Statement: [Puerto Rico Highway 5, abbreviation, PR-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PR-5
Context triple: [Puerto Rico Highway 5, abbreviation, PR-5]
  • A. PR-52
    PR-52 is a major toll expressway in Puerto Rico that connects the capital city of San Juan with the southern city of Ponce.
  • B. PR-165
    PR-165 is a Puerto Rican highway that runs along the northern coast, connecting several municipalities and serving as an important regional transportation route.
  • C. PR-22
    PR-22 is a major toll expressway in Puerto Rico that runs along the island’s northern coast, connecting San Juan with several key municipalities to the west.
  • D. PR-693
    PR-693 is a Puerto Rico state highway that serves as a local connector route in the northern coastal region of the island.
  • E. PR-30
    PR-30 is a major east–west highway in Puerto Rico that connects the cities of Caguas and Humacao, serving as an important regional transportation corridor.
  • 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: PR-5
Triple: [Puerto Rico Highway 5, abbreviation, PR-5]
Generated description
PR-5 is a primary highway in Puerto Rico that connects the municipalities of Bayamón and Naranjito, serving as an important route in the island’s northern region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PR-5
Target entity description: PR-5 is a primary highway in Puerto Rico that connects the municipalities of Bayamón and Naranjito, serving as an important route in the island’s northern region.
  • A. PR-52
    PR-52 is a major toll expressway in Puerto Rico that connects the capital city of San Juan with the southern city of Ponce.
  • B. PR-165
    PR-165 is a Puerto Rican highway that runs along the northern coast, connecting several municipalities and serving as an important regional transportation route.
  • C. PR-22
    PR-22 is a major toll expressway in Puerto Rico that runs along the island’s northern coast, connecting San Juan with several key municipalities to the west.
  • D. PR-693
    PR-693 is a Puerto Rico state highway that serves as a local connector route in the northern coastal region of the island.
  • E. PR-30
    PR-30 is a major east–west highway in Puerto Rico that connects the cities of Caguas and Humacao, serving as an important regional transportation corridor.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e528f6748190ac873a040a61fa93 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4185fd3588190807cc2906c4ce3fd completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.