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.