Triple
T13354470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doc Savage |
E318151
|
entity |
| Predicate | teamMember |
P7184
|
FINISHED |
| Object |
Ham Brooks
Ham Brooks is a dapper, sharp-witted lawyer and one of Doc Savage’s closest and most resourceful adventuring aides in the classic pulp novels.
|
E1035874
|
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: Ham Brooks | Statement: [Doc Savage, teamMember, Ham Brooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ham Brooks Context triple: [Doc Savage, teamMember, Ham Brooks]
-
A.
Hal Hager
Hal Hager is a member of the Hager family, known publicly as the brother of Poppy Louise Hager, the granddaughter of former U.S. President George W. Bush.
-
B.
Jerry Brudos
Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
-
C.
Mike Kershaw
Mike Kershaw is a software developer best known for creating the wireless network detector and sniffer tool Kismet.
-
D.
Curtis Stigers
Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
-
E.
Will Halloway
Will Halloway is a thoughtful and courageous young boy who confronts a sinister traveling carnival in Ray Bradbury’s dark fantasy novel "Something Wicked This Way Comes."
- 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: Ham Brooks Triple: [Doc Savage, teamMember, Ham Brooks]
Generated description
Ham Brooks is a dapper, sharp-witted lawyer and one of Doc Savage’s closest and most resourceful adventuring aides in the classic pulp novels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ham Brooks Target entity description: Ham Brooks is a dapper, sharp-witted lawyer and one of Doc Savage’s closest and most resourceful adventuring aides in the classic pulp novels.
-
A.
Hal Hager
Hal Hager is a member of the Hager family, known publicly as the brother of Poppy Louise Hager, the granddaughter of former U.S. President George W. Bush.
-
B.
Jerry Brudos
Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
-
C.
Mike Kershaw
Mike Kershaw is a software developer best known for creating the wireless network detector and sniffer tool Kismet.
-
D.
Curtis Stigers
Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
-
E.
Will Halloway
Will Halloway is a thoughtful and courageous young boy who confronts a sinister traveling carnival in Ray Bradbury’s dark fantasy novel "Something Wicked This Way Comes."
- 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_69d806b5a3c08190b42c267fb092f98a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99e8d520881908aa23c7102b72b72 |
completed | April 11, 2026, 1:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f49e5548190b14d09daea628e6b |
completed | May 3, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69f721b1a5d88190b9075437c7ab81a5 |
completed | May 3, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72262ede4819095b3dc4c7cd63450 |
completed | May 3, 2026, 10:24 a.m. |
Created at: April 9, 2026, 9:32 p.m.