Triple
T10115375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Hardy Boys series |
E218342
|
entity |
| Predicate | recurringCharacter |
P12208
|
FINISHED |
| Object |
Biff Hooper
Biff Hooper is a strong, athletic friend and ally of the Hardy brothers who frequently assists them in their mystery-solving adventures.
|
E842441
|
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: Biff Hooper | Statement: [The Hardy Boys series, recurringCharacter, Biff Hooper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biff Hooper Context triple: [The Hardy Boys series, recurringCharacter, Biff Hooper]
-
A.
Pap Finn
Pap Finn is the abusive, alcoholic father of Huck Finn in Mark Twain's novel "Adventures of Huckleberry Finn," representing ignorance, racism, and the darker side of frontier society.
-
B.
Colonel Jack
"Colonel Jack" is an early 18th-century novel by Daniel Defoe that follows the morally complex life and adventures of a London pickpocket who rises through crime, transportation, and eventual reform.
-
C.
James Crabe
James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
-
D.
Billy Bones
Billy Bones is the old, hard-drinking pirate whose arrival at the Admiral Benbow inn sets off the events of Robert Louis Stevenson’s novel "Treasure Island."
-
E.
Mister Thomas
"Mister Thomas" is a track from the album "End of the World."
- 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: Biff Hooper Triple: [The Hardy Boys series, recurringCharacter, Biff Hooper]
Generated description
Biff Hooper is a strong, athletic friend and ally of the Hardy brothers who frequently assists them in their mystery-solving adventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biff Hooper Target entity description: Biff Hooper is a strong, athletic friend and ally of the Hardy brothers who frequently assists them in their mystery-solving adventures.
-
A.
Pap Finn
Pap Finn is the abusive, alcoholic father of Huck Finn in Mark Twain's novel "Adventures of Huckleberry Finn," representing ignorance, racism, and the darker side of frontier society.
-
B.
Colonel Jack
"Colonel Jack" is an early 18th-century novel by Daniel Defoe that follows the morally complex life and adventures of a London pickpocket who rises through crime, transportation, and eventual reform.
-
C.
James Crabe
James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
-
D.
Billy Bones
Billy Bones is the old, hard-drinking pirate whose arrival at the Admiral Benbow inn sets off the events of Robert Louis Stevenson’s novel "Treasure Island."
-
E.
Mister Thomas
"Mister Thomas" is a track from the album "End of the World."
- 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_69ca83da93fc8190b54e44bc2b34857c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd161831c81908bb3c77caa7c3ce1 |
completed | April 2, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc2b00488190acca51a797beed45 |
completed | April 5, 2026, 8:55 p.m. |
| NEDg | Description generation | batch_69d2cda6452c81908d67ea322da3cf70 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce6da82081908ca6b3621971ca9a |
completed | April 5, 2026, 9:04 p.m. |
Created at: March 30, 2026, 9:04 p.m.