Triple
T427729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedrich Engels |
E9644
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Ermen & Engels
Ermen & Engels was a 19th-century Manchester textile manufacturing firm in which Friedrich Engels worked and gained firsthand insight into industrial capitalism and working-class conditions.
|
E54316
|
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: Ermen & Engels | Statement: [Friedrich Engels, employer, Ermen & Engels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ermen & Engels Context triple: [Friedrich Engels, employer, Ermen & Engels]
-
A.
Mackmen
The Mackmen was a nickname for the early 20th-century Philadelphia Athletics baseball team, derived from their legendary manager Connie Mack.
-
B.
Mahls
Mahls are a Maldivian-origin ethnic group primarily inhabiting India’s Lakshadweep islands, known for their Dhivehi-based Mahl language and Islamic maritime culture.
-
C.
Bache & Co.
Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
-
D.
Svans
Svans are a distinct subethnic group of Georgians known for their unique Svan language, highland culture, and traditional communities in the Svaneti region of the Caucasus.
-
E.
Petit & Fritsen
Petit & Fritsen is a historic Dutch bell foundry renowned for casting church bells and carillons used in notable towers and monuments worldwide.
- 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: Ermen & Engels Triple: [Friedrich Engels, employer, Ermen & Engels]
Generated description
Ermen & Engels was a 19th-century Manchester textile manufacturing firm in which Friedrich Engels worked and gained firsthand insight into industrial capitalism and working-class conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ermen & Engels Target entity description: Ermen & Engels was a 19th-century Manchester textile manufacturing firm in which Friedrich Engels worked and gained firsthand insight into industrial capitalism and working-class conditions.
-
A.
Mackmen
The Mackmen was a nickname for the early 20th-century Philadelphia Athletics baseball team, derived from their legendary manager Connie Mack.
-
B.
Mahls
Mahls are a Maldivian-origin ethnic group primarily inhabiting India’s Lakshadweep islands, known for their Dhivehi-based Mahl language and Islamic maritime culture.
-
C.
Bache & Co.
Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
-
D.
Svans
Svans are a distinct subethnic group of Georgians known for their unique Svan language, highland culture, and traditional communities in the Svaneti region of the Caucasus.
-
E.
Petit & Fritsen
Petit & Fritsen is a historic Dutch bell foundry renowned for casting church bells and carillons used in notable towers and monuments worldwide.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eed7f3508190995dcd39586ed614 |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42f665c2881908850bce36cdf74b8 |
completed | March 1, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_69a43038d2348190a348e6661d27dde4 |
completed | March 1, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a430f6c6f88190b5aecfe3c4c8957d |
completed | March 1, 2026, 12:28 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.