Triple
T13076815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desmond (surname) |
E329598
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Matthew Desmond
Matthew Desmond is an American sociologist and Pulitzer Prize–winning author best known for his work on poverty and housing, particularly the book "Evicted: Poverty and Profit in the American City."
|
E1020014
|
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: Matthew Desmond | Statement: [Desmond (surname), notableBearer, Matthew Desmond]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Desmond Context triple: [Desmond (surname), notableBearer, Matthew Desmond]
-
A.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
-
B.
Jelani Kilpatrick
Jelani Kilpatrick is known as one of the sons of former Detroit mayor Kwame Kilpatrick.
-
C.
Michelle Alexander
Michelle Alexander is an American civil rights lawyer, legal scholar, and author best known for her influential book "The New Jim Crow," which critiques mass incarceration and racial injustice in the United States.
-
D.
Eric Klinenberg
Eric Klinenberg is an American sociologist and author known for his work on urbanism, social isolation, and contemporary social life.
-
E.
Dominique Dibbell
Dominique Dibbell is an American writer, performer, and founding member of the feminist lesbian theater collective The Five Lesbian Brothers.
- 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: Matthew Desmond Triple: [Desmond (surname), notableBearer, Matthew Desmond]
Generated description
Matthew Desmond is an American sociologist and Pulitzer Prize–winning author best known for his work on poverty and housing, particularly the book "Evicted: Poverty and Profit in the American City."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Desmond Target entity description: Matthew Desmond is an American sociologist and Pulitzer Prize–winning author best known for his work on poverty and housing, particularly the book "Evicted: Poverty and Profit in the American City."
-
A.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
-
B.
Jelani Kilpatrick
Jelani Kilpatrick is known as one of the sons of former Detroit mayor Kwame Kilpatrick.
-
C.
Michelle Alexander
Michelle Alexander is an American civil rights lawyer, legal scholar, and author best known for her influential book "The New Jim Crow," which critiques mass incarceration and racial injustice in the United States.
-
D.
Eric Klinenberg
Eric Klinenberg is an American sociologist and author known for his work on urbanism, social isolation, and contemporary social life.
-
E.
Dominique Dibbell
Dominique Dibbell is an American writer, performer, and founding member of the feminist lesbian theater collective The Five Lesbian Brothers.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9811828448190ac6ddd3e9c221251 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60aaac48190b5b724a19cad5279 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6da9ed7bc8190b1a451ea2ada811d |
completed | May 3, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6db6950b08190a868c9371ff0a34e |
completed | May 3, 2026, 5:21 a.m. |
Created at: April 9, 2026, 9:01 p.m.