Triple
T10122157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helen Taft Manning |
E223319
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Frederick Johnson Manning
Frederick Johnson Manning was the husband of historian and academic Helen Taft Manning, daughter of U.S. President William Howard Taft.
|
E845244
|
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: Frederick Johnson Manning | Statement: [Helen Taft Manning, spouse, Frederick Johnson Manning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frederick Johnson Manning Context triple: [Helen Taft Manning, spouse, Frederick Johnson Manning]
-
A.
William Rutherford Mead
William Rutherford Mead was an American architect best known as one of the principal partners in the influential late-19th- and early-20th-century architectural firm McKim, Mead & White.
-
B.
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.
-
C.
Frederick V. Waugh
Frederick V. Waugh was an American economist and statistician known for his contributions to econometrics, particularly in the development of regression analysis methods.
-
D.
Frederick Mills
Frederick Mills was a person significant enough in local or regional history that Mills County, Iowa, was named in his honor.
-
E.
Charles Frederick Hughes
Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
- 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: Frederick Johnson Manning Triple: [Helen Taft Manning, spouse, Frederick Johnson Manning]
Generated description
Frederick Johnson Manning was the husband of historian and academic Helen Taft Manning, daughter of U.S. President William Howard Taft.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frederick Johnson Manning Target entity description: Frederick Johnson Manning was the husband of historian and academic Helen Taft Manning, daughter of U.S. President William Howard Taft.
-
A.
William Rutherford Mead
William Rutherford Mead was an American architect best known as one of the principal partners in the influential late-19th- and early-20th-century architectural firm McKim, Mead & White.
-
B.
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.
-
C.
Frederick V. Waugh
Frederick V. Waugh was an American economist and statistician known for his contributions to econometrics, particularly in the development of regression analysis methods.
-
D.
Frederick Mills
Frederick Mills was a person significant enough in local or regional history that Mills County, Iowa, was named in his honor.
-
E.
Charles Frederick Hughes
Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
- 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_69ca8422047c81909d66b717b8b18cf3 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd26846b8819098594bf211920eb2 |
completed | April 2, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d3006aad248190a612f4e033011fa0 |
completed | April 6, 2026, 12:38 a.m. |
| NEDg | Description generation | batch_69d301dd614481909b357f319ba5e876 |
completed | April 6, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d302978e808190a9f5371a2bf4abce |
completed | April 6, 2026, 12:47 a.m. |
Created at: March 30, 2026, 9:05 p.m.