Triple
T4471552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cosmopolitan |
E98505
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Schlicht & Field
Schlicht & Field was a New York–based publishing firm best known for launching the women’s magazine Cosmopolitan in the late 19th century.
|
E441214
|
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: Schlicht & Field | Statement: [Cosmopolitan, foundedBy, Schlicht & Field]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schlicht & Field Context triple: [Cosmopolitan, foundedBy, Schlicht & Field]
-
A.
Murray & Stewart
Murray & Stewart was the original construction and engineering firm that later evolved into the major South African company Murray & Roberts.
-
B.
Kirchoff & Rose
Kirchoff & Rose was an American architectural firm known for designing prominent early 20th-century theaters and commercial buildings, including the Palace Theatre on Broadway.
-
C.
Holloway & Reeves
Holloway & Reeves is an architectural firm best known for designing the North Carolina State Legislative Building in Raleigh.
-
D.
Gray & Barton
Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
-
E.
Ladd & Kelsey
Ladd & Kelsey was an American architectural firm known for designing prominent cultural and institutional buildings, including major museum projects in California.
- 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: Schlicht & Field Triple: [Cosmopolitan, foundedBy, Schlicht & Field]
Generated description
Schlicht & Field was a New York–based publishing firm best known for launching the women’s magazine Cosmopolitan in the late 19th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schlicht & Field Target entity description: Schlicht & Field was a New York–based publishing firm best known for launching the women’s magazine Cosmopolitan in the late 19th century.
-
A.
Murray & Stewart
Murray & Stewart was the original construction and engineering firm that later evolved into the major South African company Murray & Roberts.
-
B.
Kirchoff & Rose
Kirchoff & Rose was an American architectural firm known for designing prominent early 20th-century theaters and commercial buildings, including the Palace Theatre on Broadway.
-
C.
Holloway & Reeves
Holloway & Reeves is an architectural firm best known for designing the North Carolina State Legislative Building in Raleigh.
-
D.
Gray & Barton
Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
-
E.
Ladd & Kelsey
Ladd & Kelsey was an American architectural firm known for designing prominent cultural and institutional buildings, including major museum projects in California.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b832c0819096f76b694277d36e |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b628716bd881909bce2ce8803fd4b5 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:35 p.m.