Triple
T18674993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Callinan |
E456577
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Gutteridge Haskins & Davey
Gutteridge Haskins & Davey was an Australian engineering and consulting firm known for its civil and structural engineering projects and professional services.
|
E1337536
|
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: Gutteridge Haskins & Davey | Statement: [Bernard Callinan, employer, Gutteridge Haskins & Davey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gutteridge Haskins & Davey Context triple: [Bernard Callinan, employer, Gutteridge Haskins & Davey]
-
A.
Smith, Hinchman & Grylls
Smith, Hinchman & Grylls was a prominent American architecture and engineering firm, best known as the historic predecessor to the modern design and professional services company SmithGroup.
-
B.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
C.
D’Arcy Masius Benton & Bowles
D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
-
D.
Alston & Bird
Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
-
E.
Lambert, Hendricks & Ross
Lambert, Hendricks & Ross was a pioneering American jazz vocal trio renowned for popularizing the vocalese style in the late 1950s and early 1960s.
- 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: Gutteridge Haskins & Davey Triple: [Bernard Callinan, employer, Gutteridge Haskins & Davey]
Generated description
Gutteridge Haskins & Davey was an Australian engineering and consulting firm known for its civil and structural engineering projects and professional services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gutteridge Haskins & Davey Target entity description: Gutteridge Haskins & Davey was an Australian engineering and consulting firm known for its civil and structural engineering projects and professional services.
-
A.
Smith, Hinchman & Grylls
Smith, Hinchman & Grylls was a prominent American architecture and engineering firm, best known as the historic predecessor to the modern design and professional services company SmithGroup.
-
B.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
C.
D’Arcy Masius Benton & Bowles
D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
-
D.
Alston & Bird
Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
-
E.
Lambert, Hendricks & Ross
Lambert, Hendricks & Ross was a pioneering American jazz vocal trio renowned for popularizing the vocalese style in the late 1950s and early 1960s.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b4e390819091ad9dd118ca1f4f |
completed | April 19, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052353c80c8190a17c23eef9406fcf |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a0523e3c99481909f4371d74ad7c266 |
completed | May 14, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0524461600819084dba49f65abf654 |
completed | May 14, 2026, 1:24 a.m. |
Created at: April 10, 2026, 11:48 a.m.