Triple
T18333275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim Thomas |
E439201
|
entity |
| Predicate | coWriterWithOnWork |
P49107
|
FINISHED |
| Object |
John Thomas – Behind Enemy Lines
"John Thomas – Behind Enemy Lines" is a work co-written by screenwriter Jim Thomas, likely involving themes of covert operations or military action set in hostile territory.
|
E1318265
|
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: John Thomas – Behind Enemy Lines | Statement: [Jim Thomas, coWriterWithOnWork, John Thomas – Behind Enemy Lines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Thomas – Behind Enemy Lines Context triple: [Jim Thomas, coWriterWithOnWork, John Thomas – Behind Enemy Lines]
-
A.
Andrew Luttrell
Andrew Luttrell is a musician best known as a member of the garage rock band The Traditional Fools.
-
B.
John "Breacher" Wharton
John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
-
C.
Chris Ryan
Chris Ryan is a former British Special Air Service (SAS) soldier turned bestselling author of military and action thrillers, including the novel that inspired the TV series "Strike Back."
-
D.
Billy Lynn
Billy Lynn is the young U.S. Army soldier protagonist of Ben Fountain’s novel "Billy Lynn's Long Halftime Walk," whose brief stateside victory tour exposes the disconnect between civilian perceptions of war and its brutal reality.
-
E.
Henry Luttrell
Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
- 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: John Thomas – Behind Enemy Lines Triple: [Jim Thomas, coWriterWithOnWork, John Thomas – Behind Enemy Lines]
Generated description
"John Thomas – Behind Enemy Lines" is a work co-written by screenwriter Jim Thomas, likely involving themes of covert operations or military action set in hostile territory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Thomas – Behind Enemy Lines Target entity description: "John Thomas – Behind Enemy Lines" is a work co-written by screenwriter Jim Thomas, likely involving themes of covert operations or military action set in hostile territory.
-
A.
Andrew Luttrell
Andrew Luttrell is a musician best known as a member of the garage rock band The Traditional Fools.
-
B.
John "Breacher" Wharton
John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
-
C.
Chris Ryan
Chris Ryan is a former British Special Air Service (SAS) soldier turned bestselling author of military and action thrillers, including the novel that inspired the TV series "Strike Back."
-
D.
Billy Lynn
Billy Lynn is the young U.S. Army soldier protagonist of Ben Fountain’s novel "Billy Lynn's Long Halftime Walk," whose brief stateside victory tour exposes the disconnect between civilian perceptions of war and its brutal reality.
-
E.
Henry Luttrell
Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50ecbc76c8190a80c0c8c8bce1cbd |
completed | April 19, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4d085748190bfd9a7e94f1344a5 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c570ed348190a7e19eed29b06909 |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c5ec00a88190a93c3be5dd3bc6ee |
completed | May 13, 2026, 12:29 a.m. |
Created at: April 10, 2026, 10:36 a.m.