Triple

T930433
Position Surface form Disambiguated ID Type / Status
Subject Community Development Block Grant program E20078 entity
Predicate abbreviation P43 FINISHED
Object CDBG
CDBG is a federal U.S. grant program that provides flexible funding to states and local governments to support housing, infrastructure, and economic development in low- and moderate-income communities.
 E109600 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: CDBG | Statement: [Community Development Block Grant program, abbreviation, CDBG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CDBG
Context triple: [Community Development Block Grant program, abbreviation, CDBG]
  • A. DCB
    DCB is a set of post-nominal letters indicating a Dame Commander of the Order of the Bath, a British order of chivalry.
  • B. DCB
    DCB is the Division of Cancer Biology, a branch of the U.S. National Cancer Institute that supports and coordinates research on the biological mechanisms underlying cancer.
  • C. CDD
    CDD is the three-letter National Rail station code assigned to Cardenden railway station in Fife, Scotland.
  • D. Davidville
    Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
  • E. DGS
    DGS is the California state agency that provides centralized business, procurement, real estate, and support services to other government departments.
  • 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: CDBG
Triple: [Community Development Block Grant program, abbreviation, CDBG]
Generated description
CDBG is a federal U.S. grant program that provides flexible funding to states and local governments to support housing, infrastructure, and economic development in low- and moderate-income communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CDBG
Target entity description: CDBG is a federal U.S. grant program that provides flexible funding to states and local governments to support housing, infrastructure, and economic development in low- and moderate-income communities.
  • A. DCB
    DCB is a set of post-nominal letters indicating a Dame Commander of the Order of the Bath, a British order of chivalry.
  • B. DCB
    DCB is the Division of Cancer Biology, a branch of the U.S. National Cancer Institute that supports and coordinates research on the biological mechanisms underlying cancer.
  • C. CDD
    CDD is the three-letter National Rail station code assigned to Cardenden railway station in Fife, Scotland.
  • D. Davidville
    Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
  • E. DGS
    DGS is the California state agency that provides centralized business, procurement, real estate, and support services to other government departments.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b349b3d0819090c58b4fb60c6a1b completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee1108188190a26c73864c697061 completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f1a1214481909538745d5713e402 completed March 4, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7f2303534819094ae764b20d223ee completed March 4, 2026, 8:49 a.m.
Created at: March 1, 2026, 7:40 p.m.