Triple
T1389977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Little Brother |
E29931
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Marcus Yallow
Marcus Yallow is the teenage hacker protagonist of Cory Doctorow's novel "Little Brother," known for leading a tech-savvy resistance against government surveillance and authoritarianism.
|
E159907
|
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 Yallow | Statement: [Little Brother, mainCharacter, Marcus Yallow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Yallow Context triple: [Little Brother, mainCharacter, Marcus Yallow]
-
A.
Jason Hudson
Jason Hudson was the brother of singer and actress Jennifer Hudson, tragically murdered in a widely publicized 2008 family shooting in Chicago.
-
B.
Royce Waltman
Royce Waltman was an American college basketball coach best known for revitalizing the Indiana State Sycamores program and leading them to multiple postseason appearances.
-
C.
Nicholas Gage
Nicholas Gage is a Greek-American author and former investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War.
-
D.
Alex Vause
Alex Vause is a central character in the television series "Orange Is the New Black," known as a sharp-witted, morally ambiguous drug smuggler and the on-and-off love interest of Piper Chapman.
-
E.
Dorian Sagan
Dorian Sagan is an American science writer and essayist known for his works on evolution, complexity, and the philosophy of science, often co-authored with his mother, biologist Lynn Margulis.
- 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 Yallow Triple: [Little Brother, mainCharacter, Marcus Yallow]
Generated description
Marcus Yallow is the teenage hacker protagonist of Cory Doctorow's novel "Little Brother," known for leading a tech-savvy resistance against government surveillance and authoritarianism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus Yallow Target entity description: Marcus Yallow is the teenage hacker protagonist of Cory Doctorow's novel "Little Brother," known for leading a tech-savvy resistance against government surveillance and authoritarianism.
-
A.
Jason Hudson
Jason Hudson was the brother of singer and actress Jennifer Hudson, tragically murdered in a widely publicized 2008 family shooting in Chicago.
-
B.
Royce Waltman
Royce Waltman was an American college basketball coach best known for revitalizing the Indiana State Sycamores program and leading them to multiple postseason appearances.
-
C.
Nicholas Gage
Nicholas Gage is a Greek-American author and former investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War.
-
D.
Alex Vause
Alex Vause is a central character in the television series "Orange Is the New Black," known as a sharp-witted, morally ambiguous drug smuggler and the on-and-off love interest of Piper Chapman.
-
E.
Dorian Sagan
Dorian Sagan is an American science writer and essayist known for his works on evolution, complexity, and the philosophy of science, often co-authored with his mother, biologist Lynn Margulis.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c35e023c8190b45688796d90534b |
completed | March 1, 2026, 10:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde24d1d88190bd6d602923270cd1 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acded052a88190945cf7a2af019c68 |
completed | March 8, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acdf41eb5c819088f2203f33995ccb |
completed | March 8, 2026, 2:30 a.m. |
Created at: March 1, 2026, 7:59 p.m.