Triple
T2088357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Pyramid |
E32607
|
entity |
| Predicate | architectureFirm |
P2468
|
FINISHED |
| Object |
Gibbs & Associates
Gibbs & Associates is an architecture firm known for designing the Walter Pyramid, a prominent pyramid-shaped sports arena at California State University, Long Beach.
|
E232490
|
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: Gibbs & Associates | Statement: [Walter Pyramid, architectureFirm, Gibbs & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gibbs & Associates Context triple: [Walter Pyramid, architectureFirm, Gibbs & Associates]
-
A.
Hugh Stubbins and Associates
Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
-
B.
PGI & Associates
PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
-
C.
Cram, Goodhue & Ferguson
Cram, Goodhue & Ferguson was a prominent early 20th-century American architectural firm renowned for its Gothic Revival and collegiate designs, particularly churches and university buildings.
-
D.
Cobb, Fendley & Associates
Cobb, Fendley & Associates is an architecture and engineering firm known for providing design and technical services on major civic and cultural projects.
-
E.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls 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: Gibbs & Associates Triple: [Walter Pyramid, architectureFirm, Gibbs & Associates]
Generated description
Gibbs & Associates is an architecture firm known for designing the Walter Pyramid, a prominent pyramid-shaped sports arena at California State University, Long Beach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gibbs & Associates Target entity description: Gibbs & Associates is an architecture firm known for designing the Walter Pyramid, a prominent pyramid-shaped sports arena at California State University, Long Beach.
-
A.
Hugh Stubbins and Associates
Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
-
B.
PGI & Associates
PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
-
C.
Cram, Goodhue & Ferguson
Cram, Goodhue & Ferguson was a prominent early 20th-century American architectural firm renowned for its Gothic Revival and collegiate designs, particularly churches and university buildings.
-
D.
Cobb, Fendley & Associates
Cobb, Fendley & Associates is an architecture and engineering firm known for providing design and technical services on major civic and cultural projects.
-
E.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba712388819091d68a4bb99f6b17 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2742834c8190ad9be71128959e0c |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae2bd9c41c819089f65019e2fb93ad |
completed | March 9, 2026, 2:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2c61c3e08190a0ab44db0af9eb55 |
completed | March 9, 2026, 2:11 a.m. |
Created at: March 4, 2026, 7:43 p.m.