Triple

T17269015
Position Surface form Disambiguated ID Type / Status
Subject Foreign Market Development Program E419203 entity
Predicate alsoKnownAs P39 FINISHED
Object FMD Program
The FMD Program is a U.S. Department of Agriculture initiative that provides cost-share funding to help U.S. agricultural trade organizations develop and maintain long-term export markets overseas.
E1260461 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: FMD Program | Statement: [Foreign Market Development Program, alsoKnownAs, FMD Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FMD Program
Context triple: [Foreign Market Development Program, alsoKnownAs, FMD Program]
  • A. FMD
    FMD is the station code for Fairy Meadow railway station in New South Wales, Australia.
  • B. FMD
    FMD is a Forward Multiplicity Detector used in high-energy physics experiments to measure the number and distribution of particles produced at small angles relative to the beam line.
  • C. FMD
    FMD is the abbreviated name for the Federal Military Department, a governmental body responsible for national defense and military affairs.
  • D. FMD
    FMD is the commonly used abbreviation for the Faculty of Medicine and Dentistry, an academic unit that provides education and research in medical and dental sciences.
  • E. FSS Program
    The FSS Program is a U.S. government procurement program that provides federal agencies with pre-negotiated contracts to purchase a wide range of commercial products and services at volume-discounted prices.
  • 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: FMD Program
Triple: [Foreign Market Development Program, alsoKnownAs, FMD Program]
Generated description
The FMD Program is a U.S. Department of Agriculture initiative that provides cost-share funding to help U.S. agricultural trade organizations develop and maintain long-term export markets overseas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FMD Program
Target entity description: The FMD Program is a U.S. Department of Agriculture initiative that provides cost-share funding to help U.S. agricultural trade organizations develop and maintain long-term export markets overseas.
  • A. FMD
    FMD is a Forward Multiplicity Detector used in high-energy physics experiments to measure the number and distribution of particles produced at small angles relative to the beam line.
  • B. FMD
    FMD is the station code for Fairy Meadow railway station in New South Wales, Australia.
  • C. FMD
    FMD is the abbreviated name for the Federal Military Department, a governmental body responsible for national defense and military affairs.
  • D. FMD
    FMD is the commonly used abbreviation for the Faculty of Medicine and Dentistry, an academic unit that provides education and research in medical and dental sciences.
  • E. FSS Program
    The FSS Program is a U.S. Department of Housing and Urban Development initiative that helps families in subsidized housing increase their earnings and achieve economic self-sufficiency through case management and financial incentives.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4803b48190894b3bb9a4970602 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179482a348190a00dd3cd5076431e completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017b6a0ee48190860c4f981003d32e completed May 11, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_6a017c3925d081908819faa6b1790bd5 completed May 11, 2026, 6:50 a.m.
Created at: April 10, 2026, 5:40 a.m.