Triple
T3015634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David H. Koch |
E82328
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Julia Flesher Koch
Julia Flesher Koch is an American socialite, philanthropist, and one of the world's wealthiest women, known for her involvement in charitable causes and her marriage to the late industrialist David H. Koch.
|
E335543
|
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: Julia Flesher Koch | Statement: [David H. Koch, spouse, Julia Flesher Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Flesher Koch Context triple: [David H. Koch, spouse, Julia Flesher Koch]
-
A.
Julia McCullough
Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
-
B.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
C.
Julia Cumson
Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
-
D.
Julia Hoyt
Julia Hoyt was an American stage and silent film actress and socialite active in the early 20th century.
-
E.
Julia Graves
Julia Graves was the wife of American lawyer and steel industry magnate Elbert H. Gary, the founding chairman of U.S. Steel.
- 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: Julia Flesher Koch Triple: [David H. Koch, spouse, Julia Flesher Koch]
Generated description
Julia Flesher Koch is an American socialite, philanthropist, and one of the world's wealthiest women, known for her involvement in charitable causes and her marriage to the late industrialist David H. Koch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Flesher Koch Target entity description: Julia Flesher Koch is an American socialite, philanthropist, and one of the world's wealthiest women, known for her involvement in charitable causes and her marriage to the late industrialist David H. Koch.
-
A.
Julia McCullough
Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
-
B.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
C.
Julia Cumson
Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
-
D.
Julia Hoyt
Julia Hoyt was an American stage and silent film actress and socialite active in the early 20th century.
-
E.
Julia Graves
Julia Graves was the wife of American lawyer and steel industry magnate Elbert H. Gary, the founding chairman of U.S. Steel.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a6b37288190a6965d183ca4b08b |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24b160dc08190950beca1a690243b |
completed | March 12, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69b24c5154008190aaaf07333de85370 |
completed | March 12, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24cf888288190b02782467c932862 |
completed | March 12, 2026, 5:19 a.m. |
Created at: March 8, 2026, 3 p.m.