Triple
T5023261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Arnold |
E112907
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Arnold, Brown & Company
Arnold, Brown & Company was a 19th-century British mercantile firm involved in international trade and commerce.
|
E486103
|
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: Arnold, Brown & Company | Statement: [James Arnold, employer, Arnold, Brown & Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnold, Brown & Company Context triple: [James Arnold, employer, Arnold, Brown & Company]
-
A.
Rinehart & Company
Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
-
B.
Ford, Powell & Carson
Ford, Powell & Carson is a San Antonio–based architectural firm known for designing prominent modernist landmarks, including the Tower of the Americas.
-
C.
Pratt & McClain
Pratt & McClain was a 1970s American pop duo best known for recording TV theme songs, most notably the hit theme for "Happy Days."
-
D.
Hallgarten & Company
Hallgarten & Company was a prominent New York investment banking and brokerage firm active in the late 19th and early 20th centuries.
-
E.
Holabird & Roche
Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
- 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: Arnold, Brown & Company Triple: [James Arnold, employer, Arnold, Brown & Company]
Generated description
Arnold, Brown & Company was a 19th-century British mercantile firm involved in international trade and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnold, Brown & Company Target entity description: Arnold, Brown & Company was a 19th-century British mercantile firm involved in international trade and commerce.
-
A.
Rinehart & Company
Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
-
B.
Ford, Powell & Carson
Ford, Powell & Carson is a San Antonio–based architectural firm known for designing prominent modernist landmarks, including the Tower of the Americas.
-
C.
Pratt & McClain
Pratt & McClain was a 1970s American pop duo best known for recording TV theme songs, most notably the hit theme for "Happy Days."
-
D.
Hallgarten & Company
Hallgarten & Company was a prominent New York investment banking and brokerage firm active in the late 19th and early 20th centuries.
-
E.
Holabird & Roche
Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73670578819099a56112950708a8 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9286bb28819095ca0ec858061419 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be933f3ed08190a128c1b3c9b3b1c3 |
completed | March 21, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be940b2eac819099001d403501afac |
completed | March 21, 2026, 12:50 p.m. |
Created at: March 20, 2026, 1:36 p.m.