Triple
T13608527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Dunphy |
E325126
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
George Marshall (nephew)
George Marshall is a minor fictional character in the television series "Modern Family," known primarily as the nephew of Luke Dunphy.
|
E1050562
|
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: George Marshall (nephew) | Statement: [Luke Dunphy, relative, George Marshall (nephew)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Marshall (nephew) Context triple: [Luke Dunphy, relative, George Marshall (nephew)]
-
A.
Milton S. Eisenhower
Milton S. Eisenhower was an American educator and administrator best known for serving as president of several major universities, including Kansas State, Penn State, and Johns Hopkins, and for being the younger brother of President Dwight D. Eisenhower.
-
B.
William W. Averell
William W. Averell was a Union cavalry general in the American Civil War, noted for his leadership in several major campaigns and raids, particularly in the Shenandoah Valley.
-
C.
Andrew W. Marshall
Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
-
D.
Hugh L. Montgomery
Hugh L. Montgomery is an American mathematician renowned for his work in analytic number theory, particularly on the distribution of prime numbers and the zeros of the Riemann zeta function.
-
E.
George E. Chamberlain
George E. Chamberlain was an American Democratic politician from Oregon who served as both governor and U.S. senator, noted for his influential role in early 20th-century military and defense legislation.
- 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: George Marshall (nephew) Triple: [Luke Dunphy, relative, George Marshall (nephew)]
Generated description
George Marshall is a minor fictional character in the television series "Modern Family," known primarily as the nephew of Luke Dunphy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Marshall (nephew) Target entity description: George Marshall is a minor fictional character in the television series "Modern Family," known primarily as the nephew of Luke Dunphy.
-
A.
Milton S. Eisenhower
Milton S. Eisenhower was an American educator and administrator best known for serving as president of several major universities, including Kansas State, Penn State, and Johns Hopkins, and for being the younger brother of President Dwight D. Eisenhower.
-
B.
William W. Averell
William W. Averell was a Union cavalry general in the American Civil War, noted for his leadership in several major campaigns and raids, particularly in the Shenandoah Valley.
-
C.
Andrew W. Marshall
Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
-
D.
Hugh L. Montgomery
Hugh L. Montgomery is an American mathematician renowned for his work in analytic number theory, particularly on the distribution of prime numbers and the zeros of the Riemann zeta function.
-
E.
George E. Chamberlain
George E. Chamberlain was an American Democratic politician from Oregon who served as both governor and U.S. senator, noted for his influential role in early 20th-century military and defense legislation.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb07f462c8190b5b5e115d550037f |
completed | April 12, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77f98286c8190a866b5edc21f1225 |
completed | May 3, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69f78125632881908d601ee4c4aaae35 |
completed | May 3, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f781e32cb48190abc83e65405ac8ac |
completed | May 3, 2026, 5:12 p.m. |
Created at: April 9, 2026, 9:50 p.m.