Triple
T20794588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title IX – Energy |
E511878
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Biomass Research and Development Initiative
The Biomass Research and Development Initiative is a U.S. federal program that funds and coordinates research, development, and demonstration projects to advance biofuels, biobased products, and bioenergy technologies.
|
E1451332
|
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: Biomass Research and Development Initiative | Statement: [Title IX – Energy, includesProgram, Biomass Research and Development Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biomass Research and Development Initiative Context triple: [Title IX – Energy, includesProgram, Biomass Research and Development Initiative]
-
A.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
-
B.
Energy Research Seed Fund
The Energy Research Seed Fund is an MIT Energy Initiative program that provides early-stage funding to innovative, high-risk energy research projects across the Institute.
-
C.
Harnessing Plants Initiative
The Harnessing Plants Initiative is a scientific program led by plant biologist Joanne Chory that aims to engineer crops to capture and store more carbon in the soil to help mitigate climate change.
-
D.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
E.
Laboratório Nacional de Biorrenováveis
Laboratório Nacional de Biorrenováveis is a Brazilian research laboratory focused on developing advanced technologies and processes for converting biomass and renewable resources into sustainable fuels, chemicals, and materials.
- 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: Biomass Research and Development Initiative Triple: [Title IX – Energy, includesProgram, Biomass Research and Development Initiative]
Generated description
The Biomass Research and Development Initiative is a U.S. federal program that funds and coordinates research, development, and demonstration projects to advance biofuels, biobased products, and bioenergy technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biomass Research and Development Initiative Target entity description: The Biomass Research and Development Initiative is a U.S. federal program that funds and coordinates research, development, and demonstration projects to advance biofuels, biobased products, and bioenergy technologies.
-
A.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
-
B.
Energy Research Seed Fund
The Energy Research Seed Fund is an MIT Energy Initiative program that provides early-stage funding to innovative, high-risk energy research projects across the Institute.
-
C.
Harnessing Plants Initiative
The Harnessing Plants Initiative is a scientific program led by plant biologist Joanne Chory that aims to engineer crops to capture and store more carbon in the soil to help mitigate climate change.
-
D.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
E.
Laboratório Nacional de Biorrenováveis
Laboratório Nacional de Biorrenováveis is a Brazilian research laboratory focused on developing advanced technologies and processes for converting biomass and renewable resources into sustainable fuels, chemicals, and materials.
- 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2abbcc8819091bb0225a0650ab6 |
completed | April 21, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8be96c88190ac0e4385260f1960 |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f98877788190b9377f06807e3197 |
completed | May 16, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08fa5e11f88190a615efec01873577 |
completed | May 16, 2026, 11:14 p.m. |
Created at: April 16, 2026, 12:39 p.m.