Triple
T683772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marc Seriff |
E13237
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Quantum Computer Services
Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
|
E83565
|
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: Quantum Computer Services | Statement: [Marc Seriff, coFounded, Quantum Computer Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quantum Computer Services Context triple: [Marc Seriff, coFounded, Quantum Computer Services]
-
A.
Software Development Laboratories
Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
-
B.
QED Proof-of-Concept Program
The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
-
C.
Squantum
Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
-
D.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
-
E.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
- 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: Quantum Computer Services Triple: [Marc Seriff, coFounded, Quantum Computer Services]
Generated description
Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quantum Computer Services Target entity description: Quantum Computer Services was an early online services company that evolved into America Online (AOL), one of the most influential internet service providers of the 1990s.
-
A.
Software Development Laboratories
Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
-
B.
QED Proof-of-Concept Program
The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
-
C.
Squantum
Squantum is a coastal neighborhood of Quincy, Massachusetts, known for its residential character, waterfront views, and proximity to Boston.
-
D.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
-
E.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
- 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_69a4933e0f98819097d22766c49b61b8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a070d4c08190a510a8f9c1ae8076 |
completed | March 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a743c08190be4db12e2ed39ffb |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c510ceec81908770fee50c0e69b1 |
completed | March 2, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd4af9a0819093cb72432dbec343 |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.