Triple
T12884643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Guest |
E308193
|
entity |
| Predicate | worksAt |
P7
|
FINISHED |
| Object |
Guest & Co.
Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
|
E1009641
|
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: Guest & Co. | Statement: [Stephen Guest, worksAt, Guest & Co.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guest & Co. Context triple: [Stephen Guest, worksAt, Guest & Co.]
-
A.
Gump and Co.
Gump and Co. is a 1995 comic novel by Winston Groom that serves as the sequel to Forrest Gump, continuing the misadventures of its naive yet endearing protagonist.
-
B.
Roe & Co
Roe & Co is a modern Irish whiskey brand known for its premium blends and revival of Dublin’s historic whiskey-making heritage.
-
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.
Cookhouse
Cookhouse is a small rural town in South Africa’s Eastern Cape, known historically as a farming and railway junction settlement.
-
E.
Strahan & Co.
Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
- 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: Guest & Co. Triple: [Stephen Guest, worksAt, Guest & Co.]
Generated description
Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guest & Co. Target entity description: Guest & Co. is a professional firm or business organization associated with Stephen Guest, likely operating in a specialized service or consultancy domain.
-
A.
Gump and Co.
Gump and Co. is a 1995 comic novel by Winston Groom that serves as the sequel to Forrest Gump, continuing the misadventures of its naive yet endearing protagonist.
-
B.
Roe & Co
Roe & Co is a modern Irish whiskey brand known for its premium blends and revival of Dublin’s historic whiskey-making heritage.
-
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.
Cookhouse
Cookhouse is a small rural town in South Africa’s Eastern Cape, known historically as a farming and railway junction settlement.
-
E.
Strahan & Co.
Strahan & Co. was a 19th-century British publishing firm known for issuing literary works, including novels by prominent Victorian authors.
- 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_69d7bdf7c1f0819098102569a8d8cbf5 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9714208f881908f7f8a921362909a |
completed | April 10, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a5556fe081909ada9d491b21b17b |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a616f6e4819096c9850434882548 |
completed | May 3, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a716bb2c81909dccc5ddbf3c92b5 |
completed | May 3, 2026, 1:38 a.m. |
Created at: April 9, 2026, 5:39 p.m.