Triple
T1245302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biz Stone |
E26749
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Future Positive
Future Positive is an investment and philanthropic organization co-founded by Twitter co-creator Biz Stone that focuses on backing socially impactful, forward-looking ventures.
|
E142095
|
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: Future Positive | Statement: [Biz Stone, founded, Future Positive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Future Positive Context triple: [Biz Stone, founded, Future Positive]
-
A.
Future
Future is an American rapper, singer, and songwriter known for pioneering melodic trap music and popularizing the use of Auto-Tune in modern hip-hop.
-
B.
The Future is Yours
"The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
-
C.
Profiles of the Future
Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
-
D.
Love in the Future
Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
-
E.
Forward
Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
- 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: Future Positive Triple: [Biz Stone, founded, Future Positive]
Generated description
Future Positive is an investment and philanthropic organization co-founded by Twitter co-creator Biz Stone that focuses on backing socially impactful, forward-looking ventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Future Positive Target entity description: Future Positive is an investment and philanthropic organization co-founded by Twitter co-creator Biz Stone that focuses on backing socially impactful, forward-looking ventures.
-
A.
Future
Future is an American rapper, singer, and songwriter known for pioneering melodic trap music and popularizing the use of Auto-Tune in modern hip-hop.
-
B.
The Future is Yours
"The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
-
C.
Profiles of the Future
Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
-
D.
Love in the Future
Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
-
E.
Forward
Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf6498948190b30b09d845d67ac4 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7da5c48190b013f1578c160d78 |
completed | March 7, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69ac8ff7ae0c81908ca8ace1f4159383 |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac905ce0c48190a8465988161f19ed |
completed | March 7, 2026, 8:53 p.m. |
Created at: March 1, 2026, 7:47 p.m.