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.