Triple
T8492158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forward the Foundation |
E200997
|
entity |
| Predicate | linksToWork |
P922
|
FINISHED |
| Object | Robot series (through Daneel Olivaw) |
E39703
|
NE FINISHED |
How this triple was built (3 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: Robot series (through Daneel Olivaw) | Statement: [Forward the Foundation, linksToWork, Robot series (through Daneel Olivaw)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robot series (through Daneel Olivaw) Context triple: [Forward the Foundation, linksToWork, Robot series (through Daneel Olivaw)]
-
A.
Robot series
chosen
The Robot series is a collection of science fiction stories and novels by Isaac Asimov that explore intelligent robots, the Three Laws of Robotics, and their complex interactions with humans.
-
B.
R. Daneel Olivaw
R. Daneel Olivaw is a highly advanced humanoid robot from Isaac Asimov’s Robot and Foundation series, known for his strict adherence to and later reinterpretation of the Three Laws of Robotics while subtly guiding human history.
-
C.
The Robots of Dawn
The Robots of Dawn is a science fiction novel by Isaac Asimov that continues the adventures of detective Elijah Baley as he investigates a high-stakes robotic "murder" on the Spacer world of Aurora, further developing Asimov’s robot universe and the Three Laws of Robotics.
-
D.
Three Laws of Robotics
The Three Laws of Robotics are a set of fictional ethical rules devised by Isaac Asimov to govern the behavior of intelligent robots and prevent them from harming humans.
-
E.
Replicants
Replicants were a 1990s American alternative rock supergroup known for recording a self-titled album of cover songs by artists like Neil Young, The Cars, and David Bowie.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: linksToWork Context triple: [Forward the Foundation, linksToWork, Robot series (through Daneel Olivaw)]
-
A.
workRelatedTo
Indicates a relationship where one entity’s work, tasks, or professional activities are connected, associated, or relevant to those of another entity.
-
B.
associatedWork
chosen
Indicates that there exists a related or connected work (such as a publication, creative piece, or project) that is meaningfully linked to the subject.
-
C.
coordinatesWorkOf
Indicates overseeing and organizing the tasks, efforts, or activities of others to ensure they work together effectively toward a common goal.
-
D.
worksWith
Indicates that two entities collaborate or perform tasks together in a shared work-related context.
-
E.
followsWork
Indicates that one work (such as a publication, version, or creative piece) comes directly after another in sequence or succession.
- F. None of above.
Provenance (4 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a5c260c8190bc7012a04363d260 |
completed | April 2, 2026, 9:43 a.m. |
| PD | Predicate disambiguation | batch_69cbd107633c8190a36ba50e07876918 |
completed | March 31, 2026, 1:49 p.m. |
Created at: March 30, 2026, 6:13 p.m.