Triple

T21474706
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Department of Economic Development and Commerce E529829 entity
Predicate shortName P43 FINISHED
Object DDEC
DDEC is the Puerto Rico Department of Economic Development and Commerce, the government agency responsible for promoting economic growth, investment, and business development in Puerto Rico.
E1486742 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: DDEC | Statement: [Puerto Rico Department of Economic Development and Commerce, shortName, DDEC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DDEC
Context triple: [Puerto Rico Department of Economic Development and Commerce, shortName, DDEC]
  • A. DDC
    DDC is the Swiss Agency for Development and Cooperation, the Swiss government’s main body responsible for international development and humanitarian aid.
  • B. DDC
    DDC is a widely used library classification system that organizes books and other materials into numbered subject categories for easy retrieval.
  • C. DDC
    DDC is the IATA airport code for Dodge City Regional Airport, a public airport serving Dodge City in southwestern Kansas, United States.
  • D. DDC
    DDC is the Dart Dev Compiler, a tool that compiles Dart code to efficient JavaScript for web development.
  • E. DECCS
    DECCS is an online electronic licensing portal used to manage and process export control and compliance-related authorizations.
  • 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: DDEC
Triple: [Puerto Rico Department of Economic Development and Commerce, shortName, DDEC]
Generated description
DDEC is the Puerto Rico Department of Economic Development and Commerce, the government agency responsible for promoting economic growth, investment, and business development in Puerto Rico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DDEC
Target entity description: DDEC is the Puerto Rico Department of Economic Development and Commerce, the government agency responsible for promoting economic growth, investment, and business development in Puerto Rico.
  • A. DDC
    DDC is the Swiss Agency for Development and Cooperation, the Swiss government’s main body responsible for international development and humanitarian aid.
  • B. DDC
    DDC is the IATA airport code for Dodge City Regional Airport, a public airport serving Dodge City in southwestern Kansas, United States.
  • C. DDC
    DDC is a widely used library classification system that organizes books and other materials into numbered subject categories for easy retrieval.
  • D. DDC
    DDC is the Dart Dev Compiler, a tool that compiles Dart code to efficient JavaScript for web development.
  • E. DECCS
    DECCS is an online electronic licensing portal used to manage and process export control and compliance-related authorizations.
  • 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_69e0c459acb481909bb6ee452a0045c7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea1650788190bd55ebdbf1dfc46f completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cffba6988190849cfdc01dc840d4 completed May 17, 2026, 2:26 p.m.
NEDg Description generation batch_6a09d23d8e0c8190a141bdc443762a73 completed May 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_6a09d29b775081908be774703201b27c completed May 17, 2026, 2:37 p.m.
Created at: April 16, 2026, 6:19 p.m.