Triple
T20987383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The GEO Group |
E516926
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Wackenhut Corporation
Wackenhut Corporation is a former American private security and corrections company that became the foundation for what is now The GEO Group.
|
E1460724
|
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: Wackenhut Corporation | Statement: [The GEO Group, foundedBy, Wackenhut Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wackenhut Corporation Context triple: [The GEO Group, foundedBy, Wackenhut Corporation]
-
A.
Werner Enterprises
Werner Enterprises is a major American transportation and logistics company best known for its large truckload carrier operations across North America.
-
B.
Rand Company
Rand Company was an American industrial firm known for manufacturing heavy machinery and equipment, which later became part of the Dresser-Rand corporate lineage.
-
C.
The Hurwitz Company
The Hurwitz Company is a television production company best known for producing the Netflix comedy series "Lady Dynamite."
-
D.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
E.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
- 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: Wackenhut Corporation Triple: [The GEO Group, foundedBy, Wackenhut Corporation]
Generated description
Wackenhut Corporation is a former American private security and corrections company that became the foundation for what is now The GEO Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wackenhut Corporation Target entity description: Wackenhut Corporation is a former American private security and corrections company that became the foundation for what is now The GEO Group.
-
A.
Werner Enterprises
Werner Enterprises is a major American transportation and logistics company best known for its large truckload carrier operations across North America.
-
B.
Rand Company
Rand Company was an American industrial firm known for manufacturing heavy machinery and equipment, which later became part of the Dresser-Rand corporate lineage.
-
C.
The Hurwitz Company
The Hurwitz Company is a television production company best known for producing the Netflix comedy series "Lady Dynamite."
-
D.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
E.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
- 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.