Triple
T11994239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Luz |
E285486
|
entity |
| Predicate | unitComrades |
P102772
|
FINISHED |
| Object |
Joseph Liebgott
Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
|
E1127372
|
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: Joseph Liebgott | Statement: [George Luz, unitComrades, Joseph Liebgott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Liebgott Context triple: [George Luz, unitComrades, Joseph Liebgott]
-
A.
Lou Hirsch
Lou Hirsch is an American actor and voice actor best known for his work in film, television, and animation, including prominent roles in 1980s and 1990s productions.
-
B.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
-
C.
Leo Salkin
Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
-
D.
Stanley Saitowitz
Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
-
E.
Joseph Kroll
Joseph Kroll was a 19th-century German restaurateur and impresario whose entertainment venue in Berlin evolved into the renowned Kroll Opera House.
- 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: Joseph Liebgott Triple: [George Luz, unitComrades, Joseph Liebgott]
Generated description
Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Liebgott Target entity description: Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
-
A.
Lou Hirsch
Lou Hirsch is an American actor and voice actor best known for his work in film, television, and animation, including prominent roles in 1980s and 1990s productions.
-
B.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
-
C.
Leo Salkin
Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
-
D.
Stanley Saitowitz
Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
-
E.
Joseph Kroll
Joseph Kroll was a 19th-century German restaurateur and impresario whose entertainment venue in Berlin evolved into the renowned Kroll Opera House.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915124e4c8190b0264c2a09e3c2f3 |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe729766008190803c1dfef2c8c872 |
completed | May 8, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69fe73ee0da48190b8909009e0dc517b |
completed | May 8, 2026, 11:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe748da7948190b7253b9dc09ae9fa |
completed | May 8, 2026, 11:41 p.m. |
Created at: April 8, 2026, 9:46 p.m.