Triple
T20987388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The GEO Group |
E516926
|
entity |
| Predicate | tickerSymbol |
P1447
|
FINISHED |
| Object |
GEO
GEO is the stock ticker symbol for The GEO Group, a publicly traded company that owns and operates private prisons and detention facilities.
|
E1460725
|
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: GEO | Statement: [The GEO Group, tickerSymbol, GEO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GEO Context triple: [The GEO Group, tickerSymbol, GEO]
-
A.
GEO
GEO is the three-letter ISO 3166-1 alpha-3 country code representing the nation of Georgia.
-
B.
GEO
GEO is an intergovernmental partnership that coordinates global efforts to build and improve Earth observation systems for informed environmental and societal decision-making.
-
C.
GEO
GEO, short for geostationary Earth orbit, is a circular, equatorial orbit where satellites match Earth's rotation and appear fixed over a single longitude on the planet's surface.
-
D.
GEOC
GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
-
E.
EGEO
EGEO is the ICAO airport code for Oban Airport, a regional airfield serving the town of Oban in western Scotland.
- 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: GEO Triple: [The GEO Group, tickerSymbol, GEO]
Generated description
GEO is the stock ticker symbol for The GEO Group, a publicly traded company that owns and operates private prisons and detention facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GEO Target entity description: GEO is the stock ticker symbol for The GEO Group, a publicly traded company that owns and operates private prisons and detention facilities.
-
A.
GEO
GEO is the three-letter ISO 3166-1 alpha-3 country code representing the nation of Georgia.
-
B.
GEO
GEO is an intergovernmental partnership that coordinates global efforts to build and improve Earth observation systems for informed environmental and societal decision-making.
-
C.
GEO
GEO, short for geostationary Earth orbit, is a circular, equatorial orbit where satellites match Earth's rotation and appear fixed over a single longitude on the planet's surface.
-
D.
GEOC
GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
-
E.
EGEO
EGEO is the ICAO airport code for Oban Airport, a regional airfield serving the town of Oban in western Scotland.
- 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.