Triple
T16926776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midtown MARTA station |
E410594
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Midtown business district
The Midtown business district is a major commercial and cultural hub in Atlanta known for its dense cluster of offices, arts institutions, dining, and high-rise development.
|
E1241316
|
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: Midtown business district | Statement: [Midtown MARTA station, serves, Midtown business district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midtown business district Context triple: [Midtown MARTA station, serves, Midtown business district]
-
A.
Midtown commercial district
The Midtown commercial district is a bustling central area of Manhattan in New York City known for its dense concentration of offices, shops, restaurants, and major tourist attractions.
-
B.
Center City business district
The Center City business district is the primary commercial and financial core of downtown Philadelphia, characterized by dense office towers, retail, and cultural institutions.
-
C.
Central Business District
The Central Business District in Abuja is the city’s primary commercial and administrative hub, hosting key government institutions, corporate headquarters, and major financial and business services.
-
D.
Central Business District
The Central Business District is the primary commercial and office hub of New Orleans, known for its high-rise buildings, corporate headquarters, and proximity to major attractions and entertainment venues.
-
E.
Midtown
Midtown is a major commercial and entertainment district in central Manhattan, New York City, known for its dense concentration of skyscrapers, corporate headquarters, and iconic landmarks like Times Square.
- 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: Midtown business district Triple: [Midtown MARTA station, serves, Midtown business district]
Generated description
The Midtown business district is a major commercial and cultural hub in Atlanta known for its dense cluster of offices, arts institutions, dining, and high-rise development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Midtown business district Target entity description: The Midtown business district is a major commercial and cultural hub in Atlanta known for its dense cluster of offices, arts institutions, dining, and high-rise development.
-
A.
Midtown commercial district
The Midtown commercial district is a bustling central area of Manhattan in New York City known for its dense concentration of offices, shops, restaurants, and major tourist attractions.
-
B.
Center City business district
The Center City business district is the primary commercial and financial core of downtown Philadelphia, characterized by dense office towers, retail, and cultural institutions.
-
C.
Central Business District
The Central Business District in Abuja is the city’s primary commercial and administrative hub, hosting key government institutions, corporate headquarters, and major financial and business services.
-
D.
Central Business District
The Central Business District is the primary commercial and office hub of New Orleans, known for its high-rise buildings, corporate headquarters, and proximity to major attractions and entertainment venues.
-
E.
Midtown
Midtown is a major commercial and entertainment district in central Manhattan, New York City, known for its dense concentration of skyscrapers, corporate headquarters, and iconic landmarks like Times Square.
- 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_69d886c7b1e481908c3766dfa8c13458 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cdf2dcd881909798bd245e18c599 |
completed | April 18, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfd8a88c8190adda386b62fe543c |
completed | May 10, 2026, 6:35 p.m. |
| NEDg | Description generation | batch_6a00d0a0852c8190991af93d50fa2216 |
completed | May 10, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d14b83d88190b3dbc124d5b33029 |
completed | May 10, 2026, 6:41 p.m. |
Created at: April 10, 2026, 5:30 a.m.