Triple

T17344819
Position Surface form Disambiguated ID Type / Status
Subject community development financial institution E421656 entity
Predicate abbreviation P43 FINISHED
Object CDFI
CDFI is a specialized financial institution in the United States that provides responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
E1262351 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: CDFI | Statement: [community development financial institution, abbreviation, CDFI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CDFI
Context triple: [community development financial institution, abbreviation, CDFI]
  • A. CDFI Program
    The CDFI Program is a federal initiative that provides financial and technical assistance to community development financial institutions to expand economic opportunity in underserved communities.
  • B. CDFI Fund NMTC Program Office
    The CDFI Fund NMTC Program Office is the unit within the U.S. Department of the Treasury responsible for administering and managing the federal New Markets Tax Credit program.
  • C. CDF
    CDF is the National Rail station code for Cardiff Central railway station, a major transport hub in Cardiff, Wales.
  • D. CDF
    CDF is the commonly used abbreviation for the Chief of the Defence Force, the professional head of a nation's armed forces.
  • E. CDF
    CDF (Collider Detector at Fermilab) was a major particle physics experiment at the Tevatron collider that made key discoveries about the top quark and precision measurements of the Standard Model.
  • 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: CDFI
Triple: [community development financial institution, abbreviation, CDFI]
Generated description
CDFI is a specialized financial institution in the United States that provides responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CDFI
Target entity description: CDFI is a specialized financial institution in the United States that provides responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
  • A. CDFI Program
    The CDFI Program is a federal initiative that provides financial and technical assistance to community development financial institutions to expand economic opportunity in underserved communities.
  • B. CDFI Fund NMTC Program Office
    The CDFI Fund NMTC Program Office is the unit within the U.S. Department of the Treasury responsible for administering and managing the federal New Markets Tax Credit program.
  • C. CDF
    CDF is the National Rail station code for Cardiff Central railway station, a major transport hub in Cardiff, Wales.
  • D. CDF
    CDF (Collider Detector at Fermilab) was a major particle physics experiment at the Tevatron collider that made key discoveries about the top quark and precision measurements of the Standard Model.
  • E. CDF
    CDF is the commonly used abbreviation for the Chief of the Defence Force, the professional head of a nation's armed forces.
  • 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_69d889d520008190a26917a95bf1c2ea completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a27a350819086faf12e6bf9f0e2 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c5be49c8190b27a4fe1df8e8ab6 completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018ce8c6b481909c6c1a82364cbd90 completed May 11, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_6a018d7ad50881908f80152db524f0af completed May 11, 2026, 8:04 a.m.
Created at: April 10, 2026, 5:44 a.m.