Triple
T6641250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of Transportation and Public Works of Puerto Rico |
E150590
|
entity |
| Predicate | headOf |
P652
|
FINISHED |
| Object | Puerto Rico Department of Transportation and Public Works |
E149417
|
NE FINISHED |
How this triple was built (2 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 Department of Transportation and Public Works | Statement: [Secretary of Transportation and Public Works of Puerto Rico, headOf, Puerto Rico Department of Transportation and Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puerto Rico Department of Transportation and Public Works Context triple: [Secretary of Transportation and Public Works of Puerto Rico, headOf, Puerto Rico Department of Transportation and Public Works]
-
A.
Puerto Rico Department of Transportation and Public Works
chosen
The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
-
B.
Puerto Rico Highways and Transportation Authority
The Puerto Rico Highways and Transportation Authority is the public agency responsible for planning, financing, building, and maintaining Puerto Rico’s major roadways and transportation infrastructure.
-
C.
Puerto Rico Ports Authority
The Puerto Rico Ports Authority is a government agency responsible for managing and overseeing Puerto Rico’s major airports and seaports.
-
D.
Puerto Rico Planning Board
The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.
-
E.
Puerto Rico Aqueducts and Sewers Authority
The Puerto Rico Aqueducts and Sewers Authority is the public corporation responsible for providing and managing drinking water and wastewater services across Puerto Rico.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687f1a3048190828b7342f7125d5c |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6aff42c748190b818cf55f83647cb |
completed | March 27, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbf9c57c8190b617d21bb2b46b1e |
completed | March 27, 2026, 6:27 p.m. |
Created at: March 27, 2026, 2 p.m.