Triple
T7703234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Where We Go from Here: Two Years in the Resistance |
E174550
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object |
Bernie Sanders 2016 presidential campaign
The Bernie Sanders 2016 presidential campaign was a progressive, grassroots Democratic primary bid that galvanized a mass movement around issues like economic inequality, universal healthcare, and political reform in the United States.
|
E32527
|
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: Bernie Sanders 2016 presidential campaign | Statement: [Where We Go from Here: Two Years in the Resistance, mainSubject, Bernie Sanders 2016 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernie Sanders 2016 presidential campaign Context triple: [Where We Go from Here: Two Years in the Resistance, mainSubject, Bernie Sanders 2016 presidential campaign]
-
A.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
-
B.
Bernie Sanders
Bernie Sanders is a longtime U.S. senator from Vermont and prominent progressive politician known for championing democratic socialism, economic equality, and universal healthcare.
-
C.
Bernie
Bernie is a common diminutive form of the given name Bernard, often used as a familiar or informal nickname.
-
D.
Again Sanders
Again Sanders is a follow-up film to the British colonial drama "Sanders of the River," continuing the adventures of the colonial administrator character Sanders in Africa.
-
E.
Sanders
Sanders is a common English-language surname borne by numerous notable individuals across politics, sports, entertainment, and other fields.
- 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: Bernie Sanders 2016 presidential campaign Triple: [Where We Go from Here: Two Years in the Resistance, mainSubject, Bernie Sanders 2016 presidential campaign]
Generated description
The Bernie Sanders 2016 presidential campaign was a progressive, grassroots Democratic primary bid that galvanized a mass movement around issues like economic inequality, universal healthcare, and political reform in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernie Sanders 2016 presidential campaign Target entity description: The Bernie Sanders 2016 presidential campaign was a progressive, grassroots Democratic primary bid that galvanized a mass movement around issues like economic inequality, universal healthcare, and political reform in the United States.
-
A.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
-
B.
Bernie Sanders
chosen
Bernie Sanders is a longtime U.S. senator from Vermont and prominent progressive politician known for championing democratic socialism, economic equality, and universal healthcare.
-
C.
Bernie
Bernie is a common diminutive form of the given name Bernard, often used as a familiar or informal nickname.
-
D.
Again Sanders
Again Sanders is a follow-up film to the British colonial drama "Sanders of the River," continuing the adventures of the colonial administrator character Sanders in Africa.
-
E.
Sanders
Sanders is a common English-language surname borne by numerous notable individuals across politics, sports, entertainment, and other fields.
- F. None of above.
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_69c6995a72cc8190998e56daa6f8e453 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7028bcb2c8190baa4e4b14abe2cc5 |
completed | March 27, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b502ebc0819095b0dc7096c2b997 |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b5a1f758819086f4f4a2b6221369 |
completed | March 29, 2026, 5:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b649e91c8190b18f8caacb584327 |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:03 p.m.