Triple
T2313813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Swartz |
E51016
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Demand Progress organization
Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
|
E255529
|
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: Demand Progress organization | Statement: [Aaron Swartz, notableWork, Demand Progress organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demand Progress organization Context triple: [Aaron Swartz, notableWork, Demand Progress organization]
-
A.
Center for Civic Engagement
The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
-
B.
Social Justice Fund
Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
-
C.
Coalition for Change
Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
-
D.
Center for American Progress
The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
-
E.
Movement for Democratic Change
The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
- 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: Demand Progress organization Triple: [Aaron Swartz, notableWork, Demand Progress organization]
Generated description
Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demand Progress organization Target entity description: Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
-
A.
Center for Civic Engagement
The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
-
B.
Social Justice Fund
Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
-
C.
Coalition for Change
Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
-
D.
Center for American Progress
The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
-
E.
Movement for Democratic Change
The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc61c1ef08190911d5f58c2e91189 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895f5420819087b403e9772dce9a |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8af65eb88190b17d74e7411967cc |
completed | March 9, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8ba02cec8190917c0e17d3fedb0e |
completed | March 9, 2026, 8:58 a.m. |
Created at: March 4, 2026, 7:49 p.m.