Triple
T796061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Scientist as Rebel |
E17022
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
essay "The Future Needs Us"
"The Future Needs Us" is an essay that reflects on humanity’s responsibility to shape a better future through scientific curiosity, moral courage, and resistance to complacency.
|
E94847
|
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: essay "The Future Needs Us" | Statement: [The Scientist as Rebel, hasPart, essay "The Future Needs Us"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: essay "The Future Needs Us" Context triple: [The Scientist as Rebel, hasPart, essay "The Future Needs Us"]
-
A.
No One Is Too Small to Make a Difference
No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
-
B.
The World’s Progress
The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
-
C.
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."
-
D.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
-
E.
Stories That Matter
Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
- 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: essay "The Future Needs Us" Triple: [The Scientist as Rebel, hasPart, essay "The Future Needs Us"]
Generated description
"The Future Needs Us" is an essay that reflects on humanity’s responsibility to shape a better future through scientific curiosity, moral courage, and resistance to complacency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: essay "The Future Needs Us" Target entity description: "The Future Needs Us" is an essay that reflects on humanity’s responsibility to shape a better future through scientific curiosity, moral courage, and resistance to complacency.
-
A.
No One Is Too Small to Make a Difference
No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
-
B.
The World’s Progress
The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
-
C.
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."
-
D.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
-
E.
Stories That Matter
Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
- 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_69a49378b9c48190adbf5f62e5b7aca1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7b172e88190a26d31c9075b81fb |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a67effd3b481909036bdc43d7b909f |
completed | March 3, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69a67fd11a5081909d068eabe31b2187 |
completed | March 3, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a680bae34481909255d07f325d97d4 |
completed | March 3, 2026, 6:33 a.m. |
Created at: March 1, 2026, 7:38 p.m.