Triple
T2771257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cop Land |
E61459
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Freddy Heflin
Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
|
E296924
|
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: Freddy Heflin | Statement: [Cop Land, mainCharacter, Freddy Heflin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freddy Heflin Context triple: [Cop Land, mainCharacter, Freddy Heflin]
-
A.
Joseph W. Byrns
Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
-
B.
James B. Cobb Jr.
James B. Cobb Jr. is an American songwriter and guitarist best known as a member of the Classics IV and the Atlanta Rhythm Section, co-writing several soft rock and pop hits of the late 1960s and 1970s.
-
C.
Eugene Talmadge
Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
-
D.
Nelson H. Barbour
Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
-
E.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
- 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: Freddy Heflin Triple: [Cop Land, mainCharacter, Freddy Heflin]
Generated description
Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freddy Heflin Target entity description: Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
-
A.
Joseph W. Byrns
Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
-
B.
James B. Cobb Jr.
James B. Cobb Jr. is an American songwriter and guitarist best known as a member of the Classics IV and the Atlanta Rhythm Section, co-writing several soft rock and pop hits of the late 1960s and 1970s.
-
C.
Eugene Talmadge
Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
-
D.
Nelson H. Barbour
Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
-
E.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6a23208190ba94c9a9f601a042 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05061808190abe709eff7a8c986 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0b6f7208190ac4f135ae72f0336 |
completed | March 10, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc133f8088190bd505db0d0d1d6f7 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.