Triple
T8737572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George P. Shultz |
E207422
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Helena Marie O'Brien
Helena Marie O'Brien was the first wife of American economist and statesman George P. Shultz, with whom she had five children before her death in 1995.
|
E766812
|
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: Helena Marie O'Brien | Statement: [George P. Shultz, spouse, Helena Marie O'Brien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helena Marie O'Brien Context triple: [George P. Shultz, spouse, Helena Marie O'Brien]
-
A.
Elizabeth McLaughlin
Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
-
B.
Katherine O’Flaherty
Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
-
C.
Mary Fitzgerald
Mary Fitzgerald is the daughter of Mary Josephine Hannon Fitzgerald, placing her in the prominent Fitzgerald family associated with early 20th-century Boston politics.
-
D.
Elizabeth O'Hara
Elizabeth O'Hara is best known as the wife of Irish film producer and screenwriter Kevin McClory, who was closely associated with the James Bond franchise.
-
E.
Florence O'Callaghan
Florence O'Callaghan was the wife of renowned Victorian stage actor and theatre manager Sir Henry Irving.
- 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: Helena Marie O'Brien Triple: [George P. Shultz, spouse, Helena Marie O'Brien]
Generated description
Helena Marie O'Brien was the first wife of American economist and statesman George P. Shultz, with whom she had five children before her death in 1995.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helena Marie O'Brien Target entity description: Helena Marie O'Brien was the first wife of American economist and statesman George P. Shultz, with whom she had five children before her death in 1995.
-
A.
Elizabeth McLaughlin
Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
-
B.
Katherine O’Flaherty
Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
-
C.
Mary Fitzgerald
Mary Fitzgerald is the daughter of Mary Josephine Hannon Fitzgerald, placing her in the prominent Fitzgerald family associated with early 20th-century Boston politics.
-
D.
Elizabeth O'Hara
Elizabeth O'Hara is best known as the wife of Irish film producer and screenwriter Kevin McClory, who was closely associated with the James Bond franchise.
-
E.
Florence O'Callaghan
Florence O'Callaghan was the wife of renowned Victorian stage actor and theatre manager Sir Henry Irving.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d45c96081909aa8509064ff3a04 |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfb9fc625c8190bd8fc4e9e456e922 |
completed | April 3, 2026, 1 p.m. |
| NEDg | Description generation | batch_69cfbe6aef808190bee156e131cb386c |
completed | April 3, 2026, 1:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbee79c0c8190a9492dde17385223 |
completed | April 3, 2026, 1:21 p.m. |
Created at: March 30, 2026, 6:38 p.m.