Triple
T16038785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angelica Ross |
E389037
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
TransTech Social Enterprises
TransTech Social Enterprises is a company and training organization that empowers transgender and gender-nonconforming people through technology-focused job training, professional development, and employment opportunities.
|
E1191031
|
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: TransTech Social Enterprises | Statement: [Angelica Ross, founded, TransTech Social Enterprises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TransTech Social Enterprises Context triple: [Angelica Ross, founded, TransTech Social Enterprises]
-
A.
MinTech
MinTech is the abbreviated name commonly used for the Ministry of Technology, a government body responsible for national science, technology, and innovation policy.
-
B.
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.
-
C.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
D.
Innoventions
Innoventions was an interactive exhibit pavilion at Epcot in Walt Disney World that showcased emerging technologies and hands-on science displays.
-
E.
FactoryMade Ventures
FactoryMade Ventures is a media and entertainment company involved in producing and financing television and film projects.
- 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: TransTech Social Enterprises Triple: [Angelica Ross, founded, TransTech Social Enterprises]
Generated description
TransTech Social Enterprises is a company and training organization that empowers transgender and gender-nonconforming people through technology-focused job training, professional development, and employment opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TransTech Social Enterprises Target entity description: TransTech Social Enterprises is a company and training organization that empowers transgender and gender-nonconforming people through technology-focused job training, professional development, and employment opportunities.
-
A.
MinTech
MinTech is the abbreviated name commonly used for the Ministry of Technology, a government body responsible for national science, technology, and innovation policy.
-
B.
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.
-
C.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
D.
Innoventions
Innoventions was an interactive exhibit pavilion at Epcot in Walt Disney World that showcased emerging technologies and hands-on science displays.
-
E.
FactoryMade Ventures
FactoryMade Ventures is a media and entertainment company involved in producing and financing television and film projects.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833eb90c8190b10dca3ce0793ddf |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd5acb48190a10e40074fffd425 |
completed | May 10, 2026, 1:13 a.m. |
| NEDg | Description generation | batch_69ffdd527cfc8190a616a2334edffd02 |
completed | May 10, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdda1a0908190b7c880c5d66f7400 |
completed | May 10, 2026, 1:21 a.m. |
Created at: April 10, 2026, 4:56 a.m.