Triple

T108421
Position Surface form Disambiguated ID Type / Status
Subject New Markets Tax Credit Program E2188 entity
Predicate alsoKnownAs P39 FINISHED
Object NMTC Program
The NMTC Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
 E10940 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: NMTC Program | Statement: [New Markets Tax Credit Program, alsoKnownAs, NMTC Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NMTC Program
Context triple: [New Markets Tax Credit Program, alsoKnownAs, NMTC Program]
  • A. NMTI
    NMTI is a prestigious United States presidential award that honors individuals, teams, and companies for outstanding contributions to technological innovation and advancement.
  • B. NMTI
    NMTI is an acronym whose specific meaning depends on context, commonly referring to various technical or institutional names.
  • C. NSO
    NSO is the commonly used abbreviation for the National Symphony Orchestra, a major American orchestra based in Washington, D.C.
  • D. IMO
    IMO is a specialized United Nations agency responsible for regulating international shipping and promoting maritime safety, security, and environmental protection.
  • E. IMACS
    IMACS is a wide-field imaging and multi-object spectrograph used on large optical telescopes for detailed astronomical observations.
  • 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: NMTC Program
Triple: [New Markets Tax Credit Program, alsoKnownAs, NMTC Program]
Generated description
The NMTC Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NMTC Program
Target entity description: The NMTC Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • A. NMTI
    NMTI is a prestigious United States presidential award that honors individuals, teams, and companies for outstanding contributions to technological innovation and advancement.
  • B. NMTI
    NMTI is an acronym whose specific meaning depends on context, commonly referring to various technical or institutional names.
  • C. NSO
    NSO is the commonly used abbreviation for the National Symphony Orchestra, a major American orchestra based in Washington, D.C.
  • D. IMO
    IMO is a specialized United Nations agency responsible for regulating international shipping and promoting maritime safety, security, and environmental protection.
  • E. IMACS
    IMACS is a wide-field imaging and multi-object spectrograph used on large optical telescopes for detailed astronomical observations.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ccce548190a7b20d999a6c8df1 completed Feb. 28, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69a275e81aa48190827b634822e25058 completed Feb. 28, 2026, 4:58 a.m.
NEDg Description generation batch_69a2772d526881909052faae2b3b9829 completed Feb. 28, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69a277a7c6a08190820993e8de80d21a completed Feb. 28, 2026, 5:05 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.