Triple
T12176402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Another Part of the Forest |
E290097
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Marcus Hubbard
Marcus Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as the embittered, morally compromised son in the ruthless Hubbard family.
|
E962798
|
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: Marcus Hubbard | Statement: [Another Part of the Forest, hasCharacter, Marcus Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Hubbard Context triple: [Another Part of the Forest, hasCharacter, Marcus Hubbard]
-
A.
Dann Huff
Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
-
B.
Tyler Hubbard
Tyler Hubbard is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
-
C.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
-
D.
John Hoberg
John Hoberg is an American television and film writer known for his work on animated and live-action projects, including co-writing the Pixar film "Elemental."
-
E.
Brian Hull
Brian Hull is an American voice actor and impressionist best known for his animated character impressions and for voicing Dracula in the film "Hotel Transylvania: Transformania."
- 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: Marcus Hubbard Triple: [Another Part of the Forest, hasCharacter, Marcus Hubbard]
Generated description
Marcus Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as the embittered, morally compromised son in the ruthless Hubbard family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus Hubbard Target entity description: Marcus Hubbard is a central character in Lillian Hellman’s play "Another Part of the Forest," portrayed as the embittered, morally compromised son in the ruthless Hubbard family.
-
A.
Dann Huff
Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
-
B.
Tyler Hubbard
Tyler Hubbard is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
-
C.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
-
D.
John Hoberg
John Hoberg is an American television and film writer known for his work on animated and live-action projects, including co-writing the Pixar film "Elemental."
-
E.
Brian Hull
Brian Hull is an American voice actor and impressionist best known for his animated character impressions and for voicing Dracula in the film "Hotel Transylvania: Transformania."
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915dc71788190bdaadf7be9d8d6ce |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a9482481909500c216f23fceb4 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fdebe3fc81909a5bb23a943c3c43 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5feeeeb2081908191b1c2d1c2fbfd |
completed | May 2, 2026, 1:41 p.m. |
Created at: April 8, 2026, 9:50 p.m.