Triple
T9899971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft Foundation Classes |
E182257
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
ATL
ATL (Active Template Library) is a set of C++ templates from Microsoft used to simplify the creation of COM components and ActiveX controls, particularly for lightweight, high-performance Windows applications.
|
E828349
|
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: ATL | Statement: [Microsoft Foundation Classes, relatedTo, ATL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ATL Context triple: [Microsoft Foundation Classes, relatedTo, ATL]
-
A.
ATL
ATL is a 2006 coming-of-age drama film set in Atlanta’s hip-hop and skating scene, starring T.I. and directed by Chris Robinson in his feature film debut.
-
B.
ATL
ATL is the three-letter IATA airport code for Hartsfield–Jackson Atlanta International Airport, one of the world’s busiest air travel hubs located in Atlanta, Georgia.
-
C.
Atlanta
Atlanta is the capital and largest city of the U.S. state of Georgia, known as a major cultural, economic, and transportation hub of the southeastern United States.
-
D.
KATL
KATL is the ICAO airport code for Hartsfield–Jackson Atlanta International Airport, one of the world's busiest passenger airports and a major hub in the United States.
-
E.
Downtown Atlanta
Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
- 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: ATL Triple: [Microsoft Foundation Classes, relatedTo, ATL]
Generated description
ATL (Active Template Library) is a set of C++ templates from Microsoft used to simplify the creation of COM components and ActiveX controls, particularly for lightweight, high-performance Windows applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ATL Target entity description: ATL (Active Template Library) is a set of C++ templates from Microsoft used to simplify the creation of COM components and ActiveX controls, particularly for lightweight, high-performance Windows applications.
-
A.
ATL
ATL is the three-letter IATA airport code for Hartsfield–Jackson Atlanta International Airport, one of the world’s busiest air travel hubs located in Atlanta, Georgia.
-
B.
ATL
ATL is a 2006 coming-of-age drama film set in Atlanta’s hip-hop and skating scene, starring T.I. and directed by Chris Robinson in his feature film debut.
-
C.
Atlanta
Atlanta is the capital and largest city of the U.S. state of Georgia, known as a major cultural, economic, and transportation hub of the southeastern United States.
-
D.
KATL
KATL is the ICAO airport code for Hartsfield–Jackson Atlanta International Airport, one of the world's busiest passenger airports and a major hub in the United States.
-
E.
Downtown Atlanta
Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e0705c8190bd17e36aff615cdd |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb1b9534819093c5150f1ed8f685 |
completed | April 5, 2026, 4:54 a.m. |
| NEDg | Description generation | batch_69d1ecb3e4a08190add9b971d96f331d |
completed | April 5, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ed413edc81908177be16d5127a58 |
completed | April 5, 2026, 5:04 a.m. |
Created at: March 30, 2026, 8:40 p.m.