Triple
T5779035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cosette |
E127511
|
entity |
| Predicate | hasStepFamily |
P66405
|
FINISHED |
| Object | Thénardier family |
E545916
|
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: Thénardier family | Statement: [Cosette, hasStepFamily, Thénardier family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thénardier family Context triple: [Cosette, hasStepFamily, Thénardier family]
-
A.
Thénardiers
chosen
The Thénardiers are a cruel and exploitative innkeeping couple in Victor Hugo's "Les Misérables" who abuse and extort the child left in their care.
-
B.
Fantine
Fantine is a tragic young mother in Victor Hugo's Les Misérables, whose descent into poverty and sacrifice for her child embodies the novel’s social injustice and emotional core.
-
C.
Rougon family
The Rougon family is the ambitious, socially climbing bourgeois clan at the center of Émile Zola’s Rougon-Macquart cycle, embodying themes of heredity, power, and corruption in Second Empire France.
-
D.
Madame Defarge
Madame Defarge is a vengeful, knitting revolutionary in Charles Dickens' "A Tale of Two Cities," emblematic of the ruthless spirit of the French Revolution.
-
E.
Madame Vauquer
Madame Vauquer is the miserly, aging widow who runs the shabby Parisian boarding house in Balzac’s novel "Le Père Goriot."
- 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: hasStepFamily Context triple: [Cosette, hasStepFamily, Thénardier family]
-
A.
hasStepchildren
Indicates that one person has stepchildren, meaning children of their spouse or partner from a previous relationship.
-
B.
hasStep
Indicates that one entity includes, is composed of, or is associated with a specific step or stage in a process involving another entity.
-
C.
hasStepSibling
Indicates that one person is the step-sibling of another, meaning they are related through the marriage of their parents rather than by blood or adoption.
-
D.
hasStepsLeadingTo
Indicates that one location or object is connected to another by a set of steps or a staircase leading toward it.
-
E.
hasStepDesign
Indicates that one entity possesses or incorporates a particular step-related design or configuration in relation to another entity.
- 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_69c008361fa88190aefa4dc41b051e7f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02acb12c081908e4beee4a957f9f9 |
completed | March 22, 2026, 5:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bfa363208190aac75f028fb7a630 |
completed | March 23, 2026, 4:20 a.m. |
| PD | Predicate disambiguation | batch_69c021d0c6088190ba670ddcdbf5ca3e |
completed | March 22, 2026, 5:07 p.m. |
| PDg | Predicate description generation | batch_69c02ac9603481909e3fa295d7904a15 |
completed | March 22, 2026, 5:45 p.m. |
Created at: March 22, 2026, 3:50 p.m.