Triple
T1308690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puerto Rico Highways and Transportation Authority |
E27938
|
entity |
| Predicate | subsidiaryOrDivision |
P11471
|
FINISHED |
| Object |
Puerto Rico Department of Transportation and Public Works
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.
|
E149417
|
NE FINISHED |
How this triple was built (5 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: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, 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: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Puerto Rico Energy Bureau
The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
-
E.
Puerto Rico Department of Public Safety
The Puerto Rico Department of Public Safety is the central government agency responsible for coordinating and overseeing the island’s public safety, law enforcement, and emergency management services.
- 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 Department of Transportation and Public Works Triple: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puerto Rico Department of Transportation and Public Works Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Puerto Rico Energy Bureau
The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
-
E.
Puerto Rico Department of Public Safety
The Puerto Rico Department of Public Safety is the central government agency responsible for coordinating and overseeing the island’s public safety, law enforcement, and emergency management services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: subsidiaryOrDivision Context triple: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
-
A.
subsidiaryUnit
chosen
Indicates that one organizational unit functions as a subordinate or dependent division of another, higher-level unit.
-
B.
hasSubsidiaryLabel
Indicates that one entity is identified as a subsidiary or subordinate organization of another entity.
-
C.
relatedDivision
Indicates that there is an organizational or structural association between two divisions, such as being counterparts, partners, or otherwise linked within a broader entity.
-
D.
isMainDivisionOf
Indicates that one division functions as the primary or central division within, or in relation to, another organizational structure.
-
E.
divisionOrStructure
Indicates a relationship where one entity is an internal division, department, or structural subunit that is organizationally contained within another entity.
- F. None of above.
Provenance (6 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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c15490a88190872c3d2698a8f9c9 |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb308fdcc8190b33da42f16cd65dd |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb3a1978c819081cdc85f8fe10dd3 |
completed | March 7, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb4132dbc8190b3e6c4880c33b7f2 |
completed | March 7, 2026, 11:26 p.m. |
| PD | Predicate disambiguation | batch_69a4bee9e4a88190b22ab2ee831a23c9 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:51 p.m.