Triple
T19992176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berggruen Institute |
E494089
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Transformations of the Human program
The Transformations of the Human program is a Berggruen Institute initiative that explores how emerging technologies and scientific advances are reshaping human nature, identity, and society.
|
E1405268
|
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: Transformations of the Human program | Statement: [Berggruen Institute, hasProgram, Transformations of the Human program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformations of the Human program Context triple: [Berggruen Institute, hasProgram, Transformations of the Human program]
-
A.
The Transformations Suite
The Transformations Suite is a politically charged multimedia jazz composition by Samora Pinderhughes that explores themes of racial injustice, incarceration, and social transformation in contemporary America.
-
B.
TRANSform Me
TRANSform Me is a reality television makeover series that follows transgender women stylists, including Laverne Cox, as they transform participants’ personal style and confidence.
-
C.
The Human Factor
The Human Factor is a biographical sports drama film about Nelson Mandela’s use of rugby to help unite post-apartheid South Africa, adapted from John Carlin’s book "Playing the Enemy."
-
D.
The People Machine
The People Machine is a book by journalist Robert MacNeil that explores the influence of television and mass media on politics and public perception.
-
E.
More Human Than Human
More Human Than Human is a science fiction anthology edited by Neil Clarke that explores themes of artificial intelligence, posthumanism, and the evolving boundaries of humanity.
- 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: Transformations of the Human program Triple: [Berggruen Institute, hasProgram, Transformations of the Human program]
Generated description
The Transformations of the Human program is a Berggruen Institute initiative that explores how emerging technologies and scientific advances are reshaping human nature, identity, and society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformations of the Human program Target entity description: The Transformations of the Human program is a Berggruen Institute initiative that explores how emerging technologies and scientific advances are reshaping human nature, identity, and society.
-
A.
The Transformations Suite
The Transformations Suite is a politically charged multimedia jazz composition by Samora Pinderhughes that explores themes of racial injustice, incarceration, and social transformation in contemporary America.
-
B.
TRANSform Me
TRANSform Me is a reality television makeover series that follows transgender women stylists, including Laverne Cox, as they transform participants’ personal style and confidence.
-
C.
The Human Factor
The Human Factor is a biographical sports drama film about Nelson Mandela’s use of rugby to help unite post-apartheid South Africa, adapted from John Carlin’s book "Playing the Enemy."
-
D.
The People Machine
The People Machine is a book by journalist Robert MacNeil that explores the influence of television and mass media on politics and public perception.
-
E.
More Human Than Human
More Human Than Human is a science fiction anthology edited by Neil Clarke that explores themes of artificial intelligence, posthumanism, and the evolving boundaries of humanity.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fe10ffc81908c94168b0a8ea9c9 |
completed | April 20, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080503f1bc8190b71f6d7043ac6593 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0806563e1c8190b702fcfc009c84d5 |
completed | May 16, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806e876c881909f0c30e5dd16ce20 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:31 p.m.