Triple
T11994245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Luz |
E285486
|
entity |
| Predicate | unitComrades |
P102772
|
FINISHED |
| Object |
Ronald Speirs
Ronald Speirs was a highly regarded and famously tough U.S. Army officer of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was popularized by the book and miniseries "Band of Brothers."
|
E1004156
|
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: Ronald Speirs | Statement: [George Luz, unitComrades, Ronald Speirs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronald Speirs Context triple: [George Luz, unitComrades, Ronald Speirs]
-
A.
Gary Maitland
Gary Maitland is a Scottish actor best known for his roles in Ken Loach films, including the comedy-drama "The Angels' Share."
-
B.
Alan McMichael
Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
-
C.
Ralph Spence
Ralph Spence was an American screenwriter and playwright known for his work on early 20th-century stage and film comedies.
-
D.
Gordon Gunter
Gordon Gunter was a prominent American marine biologist and fisheries scientist known for his influential research on the ecology of the Gulf of Mexico.
-
E.
Douglas Milsome
Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
- 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: Ronald Speirs Triple: [George Luz, unitComrades, Ronald Speirs]
Generated description
Ronald Speirs was a highly regarded and famously tough U.S. Army officer of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was popularized by the book and miniseries "Band of Brothers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ronald Speirs Target entity description: Ronald Speirs was a highly regarded and famously tough U.S. Army officer of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was popularized by the book and miniseries "Band of Brothers."
-
A.
Gary Maitland
Gary Maitland is a Scottish actor best known for his roles in Ken Loach films, including the comedy-drama "The Angels' Share."
-
B.
Alan McMichael
Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
-
C.
Ralph Spence
Ralph Spence was an American screenwriter and playwright known for his work on early 20th-century stage and film comedies.
-
D.
Gordon Gunter
Gordon Gunter was a prominent American marine biologist and fisheries scientist known for his influential research on the ecology of the Gulf of Mexico.
-
E.
Douglas Milsome
Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
- 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_69f68e9d94b48190b026d5a0ad3d6ce7 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 8, 2026, 9:46 p.m.