Triple
T1818051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Empire |
E40479
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Gladia Delmarre
Gladia Delmarre is a central Spacer character in Isaac Asimov’s Robot series, known for her close relationships with robots and her pivotal role in the political and social developments spanning from The Caves of Steel through Robots and Empire.
|
E210536
|
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: Gladia Delmarre | Statement: [Robots and Empire, featuresCharacter, Gladia Delmarre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gladia Delmarre Context triple: [Robots and Empire, featuresCharacter, Gladia Delmarre]
-
A.
Suzanne Darlan
Suzanne Darlan was the wife of French admiral and Vichy leader François Darlan and a member of the French social elite during the early 20th century.
-
B.
Camille Falte
Camille Falte was the wife of French Symbolist painter and printmaker Odilon Redon.
-
C.
Jane Avril
Jane Avril is a famous poster by French artist Henri de Toulouse-Lautrec depicting the celebrated can-can dancer of the Moulin Rouge.
-
D.
Camille Lefèvre
Camille Lefèvre was a Swiss architect best known for co-designing the Palais des Nations, the former League of Nations headquarters in Geneva.
-
E.
Brigitte
Brigitte is a French former teacher best known as the wife of Emmanuel Macron, the President of France.
- 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: Gladia Delmarre Triple: [Robots and Empire, featuresCharacter, Gladia Delmarre]
Generated description
Gladia Delmarre is a central Spacer character in Isaac Asimov’s Robot series, known for her close relationships with robots and her pivotal role in the political and social developments spanning from The Caves of Steel through Robots and Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gladia Delmarre Target entity description: Gladia Delmarre is a central Spacer character in Isaac Asimov’s Robot series, known for her close relationships with robots and her pivotal role in the political and social developments spanning from The Caves of Steel through Robots and Empire.
-
A.
Suzanne Darlan
Suzanne Darlan was the wife of French admiral and Vichy leader François Darlan and a member of the French social elite during the early 20th century.
-
B.
Camille Falte
Camille Falte was the wife of French Symbolist painter and printmaker Odilon Redon.
-
C.
Jane Avril
Jane Avril is a famous poster by French artist Henri de Toulouse-Lautrec depicting the celebrated can-can dancer of the Moulin Rouge.
-
D.
Camille Lefèvre
Camille Lefèvre was a Swiss architect best known for co-designing the Palais des Nations, the former League of Nations headquarters in Geneva.
-
E.
Brigitte
Brigitte is a French former teacher best known as the wife of Emmanuel Macron, the President of France.
- 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_69addf42de6081908182cd3bda9c69e9 |
completed | March 8, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69addfb3860481908ff4eebfa3d06fa7 |
completed | March 8, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade027072481909b707bbfc47da4de |
completed | March 8, 2026, 8:46 p.m. |
Created at: March 4, 2026, 7:32 p.m.