Triple
T20987382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The GEO Group |
E516926
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
George Wackenhut
George Wackenhut was an American security entrepreneur and former FBI agent best known for building one of the largest private security and prison management empires in the United States.
|
E1460723
|
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 Wackenhut | Statement: [The GEO Group, foundedBy, George Wackenhut]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Wackenhut Context triple: [The GEO Group, foundedBy, George Wackenhut]
-
A.
Roy Bowers
Roy Bowers, better known by his craft name Robert Cochrane, was a prominent 20th-century English witch and influential figure in the development of modern traditional witchcraft.
-
B.
Dennis Gates
Dennis Gates is an American college basketball coach best known for revitalizing the Missouri Tigers men's basketball program after previously leading Cleveland State.
-
C.
Ronald Wilkerson
Ronald Wilkerson is the birth name of Titus Andromedon, a flamboyant aspiring actor and singer from the comedy series "Unbreakable Kimmy Schmidt."
-
D.
Charles Wichman
Charles Wichman is an individual known by the nickname "Chuck," though further widely recognized biographical or professional details are not readily available.
-
E.
William Baker
William Baker is the real name of the Marvel Comics supervillain Sandman, a frequent adversary of Spider-Man known for his sand-based shapeshifting abilities.
- 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 Wackenhut Triple: [The GEO Group, foundedBy, George Wackenhut]
Generated description
George Wackenhut was an American security entrepreneur and former FBI agent best known for building one of the largest private security and prison management empires in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Wackenhut Target entity description: George Wackenhut was an American security entrepreneur and former FBI agent best known for building one of the largest private security and prison management empires in the United States.
-
A.
Roy Bowers
Roy Bowers, better known by his craft name Robert Cochrane, was a prominent 20th-century English witch and influential figure in the development of modern traditional witchcraft.
-
B.
Dennis Gates
Dennis Gates is an American college basketball coach best known for revitalizing the Missouri Tigers men's basketball program after previously leading Cleveland State.
-
C.
Ronald Wilkerson
Ronald Wilkerson is the birth name of Titus Andromedon, a flamboyant aspiring actor and singer from the comedy series "Unbreakable Kimmy Schmidt."
-
D.
Charles Wichman
Charles Wichman is an individual known by the nickname "Chuck," though further widely recognized biographical or professional details are not readily available.
-
E.
William Baker
William Baker is the real name of the Marvel Comics supervillain Sandman, a frequent adversary of Spider-Man known for his sand-based shapeshifting abilities.
- 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_69e0b4ffac148190bbade9f0eceb660b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fbe3fbac819086d3079aaddca5b1 |
completed | April 21, 2026, 4:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a092fc795ec81909f9f96498f7b5f3a |
completed | May 17, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_6a0930a5cffc8190a7d1cc19e5cacf49 |
completed | May 17, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093133c77c8190a9e0326980c7717f |
completed | May 17, 2026, 3:08 a.m. |
Created at: April 16, 2026, 1:49 p.m.