Triple
T2645636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Band of Brothers |
E62975
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
George Luz
George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
|
E285486
|
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 Luz | Statement: [Band of Brothers, mainCharacter, George Luz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Luz Context triple: [Band of Brothers, mainCharacter, George Luz]
-
A.
Edward Nichols
Edward Nichols was a physicist best known for founding the influential scientific journal Physical Review.
-
B.
John Haviland
John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
-
C.
Alfred Morton Githens
Alfred Morton Githens was an American architect known for his influential designs of major public libraries and cultural institutions in the early 20th century.
-
D.
John Hays Hammond Jr.
John Hays Hammond Jr. was an American inventor and pioneer in radio control and remote guidance technologies, often called the "father of radio control."
-
E.
William Gordon Cooke
William Gordon Cooke was a 19th-century soldier and political figure notable for his service in the Texas Revolution and early Republic of Texas government.
- 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 Luz Triple: [Band of Brothers, mainCharacter, George Luz]
Generated description
George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Luz Target entity description: George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
-
A.
Edward Nichols
Edward Nichols was a physicist best known for founding the influential scientific journal Physical Review.
-
B.
John Haviland
John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
-
C.
Alfred Morton Githens
Alfred Morton Githens was an American architect known for his influential designs of major public libraries and cultural institutions in the early 20th century.
-
D.
John Hays Hammond Jr.
John Hays Hammond Jr. was an American inventor and pioneer in radio control and remote guidance technologies, often called the "father of radio control."
-
E.
William Gordon Cooke
William Gordon Cooke was a 19th-century soldier and political figure notable for his service in the Texas Revolution and early Republic of Texas government.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd91846b4819093a063c15e1ee6af |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98c50d108190b716dd51c34d3759 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9952a95881908d01aa13f5feef43 |
completed | March 10, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af99e68f10819094d758d3a4bc2e9c |
completed | March 10, 2026, 4:11 a.m. |
Created at: March 6, 2026, 9:53 p.m.