Triple
T4183559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Marshall |
E88253
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
James Markham Marshall
James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
|
E445022
|
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: James Markham Marshall | Statement: [Thomas Marshall, child, James Markham Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Markham Marshall Context triple: [Thomas Marshall, child, James Markham Marshall]
-
A.
Charles Henry Marshall
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
-
B.
Richard Oakes
Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
-
C.
David Marvin Blake
David Marvin Blake is an American rapper, DJ, and record producer best known by his stage name DJ Quik, a prominent figure in West Coast hip hop.
-
D.
Frank Armstrong Crawford
Frank Armstrong Crawford was a 19th-century American philanthropist best known as the second wife of railroad magnate Cornelius Vanderbilt and a major benefactor of Vanderbilt University.
-
E.
Henry Lawrence Kinney
Henry Lawrence Kinney was a 19th-century American entrepreneur, politician, and adventurer best known for establishing the settlement that became Corpus Christi, Texas.
- 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: James Markham Marshall Triple: [Thomas Marshall, child, James Markham Marshall]
Generated description
James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Markham Marshall Target entity description: James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
-
A.
Charles Henry Marshall
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
-
B.
Richard Oakes
Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
-
C.
David Marvin Blake
David Marvin Blake is an American rapper, DJ, and record producer best known by his stage name DJ Quik, a prominent figure in West Coast hip hop.
-
D.
Frank Armstrong Crawford
Frank Armstrong Crawford was a 19th-century American philanthropist best known as the second wife of railroad magnate Cornelius Vanderbilt and a major benefactor of Vanderbilt University.
-
E.
Henry Lawrence Kinney
Henry Lawrence Kinney was a 19th-century American entrepreneur, politician, and adventurer best known for establishing the settlement that became Corpus Christi, Texas.
- 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0307a0b481909c7287402a8c78c4 |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6721dcf28819080b6a265152059e9 |
completed | March 15, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69b672b5c10481909641c943dda0632c |
completed | March 15, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6732ae3f88190afb2405dc93c7cd4 |
completed | March 15, 2026, 8:51 a.m. |
Created at: March 9, 2026, 3:45 p.m.