Triple
T1818052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
D.G. Baley
D.G. Baley is a character in Isaac Asimov’s Robot series, known as a descendant of detective Elijah Baley who plays a key role in the novel "Robots and Empire."
|
E204924
|
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: D.G. Baley | Statement: [Robots and Empire, featuresCharacter, D.G. Baley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D.G. Baley Context triple: [Robots and Empire, featuresCharacter, D.G. Baley]
-
A.
Jonathan Bush
Jonathan Bush was an American banker and businessman, known as a member of the Bush political family and brother of President George H. W. Bush.
-
B.
Charles Rackoff
Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
-
C.
Pierce Anderson
Pierce Anderson was an American architect best known for his work with the firm Graham, Anderson, Probst & White, contributing to major Beaux-Arts and classical revival buildings in the early 20th century.
-
D.
Alex Gartner
Alex Gartner is a film producer known for his work on major Hollywood projects, including the action thriller "Triple Frontier."
-
E.
Charles Hoover
Charles Hoover is a member of the Hoover family, known primarily as the brother of American engineer and diplomat Herbert Hoover Jr.
- 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: D.G. Baley Triple: [Robots and Empire, featuresCharacter, D.G. Baley]
Generated description
D.G. Baley is a character in Isaac Asimov’s Robot series, known as a descendant of detective Elijah Baley who plays a key role in the novel "Robots and Empire."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D.G. Baley Target entity description: D.G. Baley is a character in Isaac Asimov’s Robot series, known as a descendant of detective Elijah Baley who plays a key role in the novel "Robots and Empire."
-
A.
Jonathan Bush
Jonathan Bush was an American banker and businessman, known as a member of the Bush political family and brother of President George H. W. Bush.
-
B.
Charles Rackoff
Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
-
C.
Pierce Anderson
Pierce Anderson was an American architect best known for his work with the firm Graham, Anderson, Probst & White, contributing to major Beaux-Arts and classical revival buildings in the early 20th century.
-
D.
Alex Gartner
Alex Gartner is a film producer known for his work on major Hollywood projects, including the action thriller "Triple Frontier."
-
E.
Charles Hoover
Charles Hoover is a member of the Hoover family, known primarily as the brother of American engineer and diplomat Herbert Hoover Jr.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f7b84081909005ce36ef1199db |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6019bc81909266b7f03b282f34 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc3557d988190ae04df41e81bc842 |
completed | March 8, 2026, 6:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc3fadd08819090f9eedb4688cd4a |
completed | March 8, 2026, 6:46 p.m. |
Created at: March 4, 2026, 7:32 p.m.