Triple
T10679182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlem Hellfighters |
E251698
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Needham Roberts
Needham Roberts was an African American soldier in World War I, best known for his heroism as a member of the 369th Infantry Regiment, the famed Harlem Hellfighters.
|
E878805
|
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: Needham Roberts | Statement: [Harlem Hellfighters, notableMember, Needham Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needham Roberts Context triple: [Harlem Hellfighters, notableMember, Needham Roberts]
-
A.
Herbert Smith
Herbert Smith was a British aircraft designer best known for creating several successful World War I fighter planes for the Sopwith Aviation Company.
-
B.
Laidlaw Purves
Laidlaw Purves was a 19th-century golf course architect best known for creating the original layout of the prestigious Royal St George’s Golf Club in England.
-
C.
Harcourt Williams
Harcourt Williams was a British actor and theatre director known for his work with the Old Vic and appearances in classic film adaptations of Shakespeare.
-
D.
Richmond Mumford Pearson
Richmond Mumford Pearson was a 19th-century American jurist who served as Chief Justice of the North Carolina Supreme Court and was influential in Southern legal thought before and during the Civil War.
-
E.
Craddock McDermott
Craddock McDermott is the vengeful, malevolent ghost who serves as the primary antagonist in Joe Hill’s horror novel "Heart-Shaped Box."
- 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: Needham Roberts Triple: [Harlem Hellfighters, notableMember, Needham Roberts]
Generated description
Needham Roberts was an African American soldier in World War I, best known for his heroism as a member of the 369th Infantry Regiment, the famed Harlem Hellfighters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needham Roberts Target entity description: Needham Roberts was an African American soldier in World War I, best known for his heroism as a member of the 369th Infantry Regiment, the famed Harlem Hellfighters.
-
A.
Herbert Smith
Herbert Smith was a British aircraft designer best known for creating several successful World War I fighter planes for the Sopwith Aviation Company.
-
B.
Laidlaw Purves
Laidlaw Purves was a 19th-century golf course architect best known for creating the original layout of the prestigious Royal St George’s Golf Club in England.
-
C.
Harcourt Williams
Harcourt Williams was a British actor and theatre director known for his work with the Old Vic and appearances in classic film adaptations of Shakespeare.
-
D.
Richmond Mumford Pearson
Richmond Mumford Pearson was a 19th-century American jurist who served as Chief Justice of the North Carolina Supreme Court and was influential in Southern legal thought before and during the Civil War.
-
E.
Craddock McDermott
Craddock McDermott is the vengeful, malevolent ghost who serves as the primary antagonist in Joe Hill’s horror novel "Heart-Shaped Box."
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc03dc4819080a6211a2bfaaf0a |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d98885abf88190b54ed9db779d3ff0 |
completed | April 10, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d98aea391c81909ec64a29053c35c1 |
completed | April 10, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98c013348819094bde38a057257b4 |
completed | April 10, 2026, 11:47 p.m. |
Created at: April 8, 2026, 9:10 p.m.