Triple
T2532116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HGA Architects and Engineers |
E56183
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Dick Hammel
Dick Hammel is an architect best known as the founding figure behind the firm HGA Architects and Engineers.
|
E361025
|
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: Dick Hammel | Statement: [HGA Architects and Engineers, founder, Dick Hammel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dick Hammel Context triple: [HGA Architects and Engineers, founder, Dick Hammel]
-
A.
Ed Hartnett
Ed Hartnett is an American software developer best known as the creator and primary maintainer of the NetCDF-4 library widely used in scientific computing and data analysis.
-
B.
Dennis Hull
Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
-
C.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
D.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
-
E.
Greg Hirsch
Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
- 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: Dick Hammel Triple: [HGA Architects and Engineers, founder, Dick Hammel]
Generated description
Dick Hammel is an architect best known as the founding figure behind the firm HGA Architects and Engineers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dick Hammel Target entity description: Dick Hammel is an architect best known as the founding figure behind the firm HGA Architects and Engineers.
-
A.
Ed Hartnett
Ed Hartnett is an American software developer best known as the creator and primary maintainer of the NetCDF-4 library widely used in scientific computing and data analysis.
-
B.
Dennis Hull
Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
-
C.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
D.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
-
E.
Greg Hirsch
Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd279cf108190b03fb6e0265f39d9 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367dc88ac81909e73e290c745b8be |
completed | March 13, 2026, 1:26 a.m. |
| NEDg | Description generation | batch_69b3694c6c4081908549ab83a5052506 |
completed | March 13, 2026, 1:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b369c7a06c819089b2decca626c554 |
completed | March 13, 2026, 1:35 a.m. |
Created at: March 6, 2026, 9:47 p.m.