Triple
T8156925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heathcliff |
E190472
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Linton Heathcliff
Linton Heathcliff is a frail, petulant boy in Emily Brontë’s novel "Wuthering Heights," whose sickly nature and manipulative upbringing make him a tool in his father Heathcliff’s schemes.
|
E717102
|
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: Linton Heathcliff | Statement: [Heathcliff, child, Linton Heathcliff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linton Heathcliff Context triple: [Heathcliff, child, Linton Heathcliff]
-
A.
Heathcliff
Heathcliff is the dark, brooding antihero of Emily Brontë’s novel "Wuthering Heights," known for his intense, tragic love and vengeful nature.
-
B.
Hindley Earnshaw
Hindley Earnshaw is a key character in Emily Brontë’s novel "Wuthering Heights," known as the embittered, abusive brother of Catherine Earnshaw whose jealousy and decline fuel much of the story’s tragedy.
-
C.
Edgar Linton
Edgar Linton is a refined, gentle, and affluent gentleman in Emily Brontë’s novel "Wuthering Heights," whose marriage to Catherine Earnshaw contrasts sharply with Heathcliff’s passionate nature.
-
D.
Hareton Earnshaw
Hareton Earnshaw is a central character in Emily Brontë's "Wuthering Heights," known as the rough, uneducated yet ultimately sympathetic heir of Wuthering Heights whose transformation reflects the novel’s themes of revenge, class, and redemption.
-
E.
Cathy Earnshaw
Cathy Earnshaw is the passionate, headstrong heroine of Emily Brontë’s novel "Wuthering Heights," whose intense, doomed love for Heathcliff drives much of the story’s tragedy.
- 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: Linton Heathcliff Triple: [Heathcliff, child, Linton Heathcliff]
Generated description
Linton Heathcliff is a frail, petulant boy in Emily Brontë’s novel "Wuthering Heights," whose sickly nature and manipulative upbringing make him a tool in his father Heathcliff’s schemes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linton Heathcliff Target entity description: Linton Heathcliff is a frail, petulant boy in Emily Brontë’s novel "Wuthering Heights," whose sickly nature and manipulative upbringing make him a tool in his father Heathcliff’s schemes.
-
A.
Heathcliff
Heathcliff is the dark, brooding antihero of Emily Brontë’s novel "Wuthering Heights," known for his intense, tragic love and vengeful nature.
-
B.
Hindley Earnshaw
Hindley Earnshaw is a key character in Emily Brontë’s novel "Wuthering Heights," known as the embittered, abusive brother of Catherine Earnshaw whose jealousy and decline fuel much of the story’s tragedy.
-
C.
Edgar Linton
Edgar Linton is a refined, gentle, and affluent gentleman in Emily Brontë’s novel "Wuthering Heights," whose marriage to Catherine Earnshaw contrasts sharply with Heathcliff’s passionate nature.
-
D.
Hareton Earnshaw
Hareton Earnshaw is a central character in Emily Brontë's "Wuthering Heights," known as the rough, uneducated yet ultimately sympathetic heir of Wuthering Heights whose transformation reflects the novel’s themes of revenge, class, and redemption.
-
E.
Cathy Earnshaw
Cathy Earnshaw is the passionate, headstrong heroine of Emily Brontë’s novel "Wuthering Heights," whose intense, doomed love for Heathcliff drives much of the story’s tragedy.
- 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_69ca82bfeb6481909d07b91b5cf69f59 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb44d8a37481909397b5cc321b94be |
completed | March 31, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf18c30c8190bdd98c4f0c2d28ea |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc37113108190901b02fae92764cf |
completed | April 1, 2026, 7:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd81bebf8819081b3c4efa5a9ef93 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:37 p.m.