Triple
T3615936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fermi Research Alliance, LLC |
E76599
|
entity |
| Predicate | legalForm |
P64
|
FINISHED |
| Object |
LLC
An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
|
E373829
|
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: LLC | Statement: [Fermi Research Alliance, LLC, legalForm, LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LLC Context triple: [Fermi Research Alliance, LLC, legalForm, LLC]
-
A.
Revolution LLC
Revolution LLC is a Washington, D.C.–based investment firm founded by AOL co-founder Steve Case that focuses on backing startups and entrepreneurial ventures, particularly outside traditional tech hubs.
-
B.
Calico LLC
Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
-
C.
Ad Hominem Enterprises
Ad Hominem Enterprises is a film and television production company associated with projects linked to Cedar Rapids.
-
D.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
-
E.
Tulco LLC
Tulco LLC is a data-driven investment and holding company created by entrepreneur and film producer Thomas Tull to apply advanced analytics and technology to traditional industries.
- 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: LLC Triple: [Fermi Research Alliance, LLC, legalForm, LLC]
Generated description
An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LLC Target entity description: An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
-
A.
Revolution LLC
Revolution LLC is a Washington, D.C.–based investment firm founded by AOL co-founder Steve Case that focuses on backing startups and entrepreneurial ventures, particularly outside traditional tech hubs.
-
B.
Calico LLC
Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
-
C.
Ad Hominem Enterprises
Ad Hominem Enterprises is a film and television production company associated with projects linked to Cedar Rapids.
-
D.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
-
E.
Tulco LLC
Tulco LLC is a data-driven investment and holding company created by entrepreneur and film producer Thomas Tull to apply advanced analytics and technology to traditional industries.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc27b5e008190a72a8dab7d736e64 |
completed | March 8, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4331a82688190add137b1f68c955e |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b438135e8c81909c56e1c04499268b |
completed | March 13, 2026, 4:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4388a1ecc81908e1de9f8bcfc008d |
completed | March 13, 2026, 4:17 p.m. |
Created at: March 8, 2026, 3:23 p.m.