Triple
T5736689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fantine |
E126518
|
entity |
| Predicate | exploitedBy |
P33834
|
FINISHED |
| Object | Thénardiers |
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: Thénardiers | Statement: [Fantine, exploitedBy, Thénardiers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thénardiers Context triple: [Fantine, exploitedBy, Thénardiers]
-
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.
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.
-
D.
Madame Vauquer
Madame Vauquer is the miserly, aging widow who runs the shabby Parisian boarding house in Balzac’s novel "Le Père Goriot."
-
E.
Jean-Joachim Goriot
Jean-Joachim Goriot is the tragic, self-sacrificing former vermicelli manufacturer in Balzac’s novel who ruins himself out of obsessive devotion to his ungrateful daughters.
- 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: exploitedBy Context triple: [Fantine, exploitedBy, Thénardiers]
-
A.
exploits
chosen
Indicates that one entity unfairly or selfishly uses another entity or resource for its own advantage or benefit.
-
B.
wasUsedBy
Indicates that something served as a tool, resource, or means for an agent to perform an action or achieve a result.
-
C.
lootedBy
Indicates that something has been forcibly taken or plundered by a specified agent or group.
-
D.
areUsedBy
Indicates that certain entities serve as tools, resources, or means that are utilized or employed by other entities.
-
E.
allegedAgentOf
Indicates that one entity is claimed or suspected, but not confirmed, to be the agent responsible for an action or event involving another entity.
- 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_69c0083082288190b7478cead6b5430a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0255ad6f48190977bf4f037110aa3 |
completed | March 22, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097f372a08190b4e9d52ba138d872 |
completed | March 23, 2026, 1:31 a.m. |
| PD | Predicate disambiguation | batch_69c021c8195481909419808b002628aa |
completed | March 22, 2026, 5:07 p.m. |
Created at: March 22, 2026, 3:47 p.m.