Triple
T17676903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Prince |
E440663
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Unspam Technologies
Unspam Technologies is an anti-spam and email security company co-founded by entrepreneur Matthew Prince, focused on combating unsolicited and malicious email.
|
E1282509
|
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: Unspam Technologies | Statement: [Matthew Prince, founded, Unspam Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unspam Technologies Context triple: [Matthew Prince, founded, Unspam Technologies]
-
A.
Amoeba Technologies
Amoeba Technologies is a technology company whose board has included noted innovation and organizational learning expert John Seely Brown.
-
B.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
C.
Vandelay Technologies
Vandelay Technologies is a powerful, futuristic tech megacorporation serving as the primary villainous company in the rhythm-action video game Hi-Fi Rush.
-
D.
Webroot Inc.
Webroot Inc. is a cybersecurity company best known for its cloud-based antivirus and internet security solutions for consumers and businesses.
-
E.
Nisum Technologies
Nisum Technologies is a global technology consulting and software development firm specializing in digital transformation, e-commerce, and enterprise solutions for large and mid-sized businesses.
- 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: Unspam Technologies Triple: [Matthew Prince, founded, Unspam Technologies]
Generated description
Unspam Technologies is an anti-spam and email security company co-founded by entrepreneur Matthew Prince, focused on combating unsolicited and malicious email.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unspam Technologies Target entity description: Unspam Technologies is an anti-spam and email security company co-founded by entrepreneur Matthew Prince, focused on combating unsolicited and malicious email.
-
A.
Amoeba Technologies
Amoeba Technologies is a technology company whose board has included noted innovation and organizational learning expert John Seely Brown.
-
B.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
C.
Vandelay Technologies
Vandelay Technologies is a powerful, futuristic tech megacorporation serving as the primary villainous company in the rhythm-action video game Hi-Fi Rush.
-
D.
Webroot Inc.
Webroot Inc. is a cybersecurity company best known for its cloud-based antivirus and internet security solutions for consumers and businesses.
-
E.
Nisum Technologies
Nisum Technologies is a global technology consulting and software development firm specializing in digital transformation, e-commerce, and enterprise solutions for large and mid-sized businesses.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6d9ab88190ab0e25eac8b0101c |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10:01 a.m.