Triple
T14372283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Songdo International Business District |
E356385
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Gale International
Gale International is a global real estate development firm best known for leading the creation of large-scale master-planned communities such as Songdo International Business District in South Korea.
|
E1095384
|
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: Gale International | Statement: [Songdo International Business District, developer, Gale International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gale International Context triple: [Songdo International Business District, developer, Gale International]
-
A.
Gale Group
Gale Group is a major publisher and aggregator of research, educational, and reference content for libraries, schools, and businesses.
-
B.
Burroughs Corporation
Burroughs Corporation was a major American business equipment and computer company, best known as one of the early mainframe manufacturers and a predecessor of Unisys.
-
C.
Lee Enterprises
Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
-
D.
Shorenstein Company
Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
-
E.
Gateway Corporation
Gateway Corporation is an economic development organization in Greater Cleveland focused on promoting local growth and revitalization.
- 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: Gale International Triple: [Songdo International Business District, developer, Gale International]
Generated description
Gale International is a global real estate development firm best known for leading the creation of large-scale master-planned communities such as Songdo International Business District in South Korea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gale International Target entity description: Gale International is a global real estate development firm best known for leading the creation of large-scale master-planned communities such as Songdo International Business District in South Korea.
-
A.
Gale Group
Gale Group is a major publisher and aggregator of research, educational, and reference content for libraries, schools, and businesses.
-
B.
Burroughs Corporation
Burroughs Corporation was a major American business equipment and computer company, best known as one of the early mainframe manufacturers and a predecessor of Unisys.
-
C.
Lee Enterprises
Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
-
D.
Shorenstein Company
Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
-
E.
Gateway Corporation
Gateway Corporation is an economic development organization in Greater Cleveland focused on promoting local growth and revitalization.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8fb2082c8190b42cc5f2bab4f574 |
completed | April 14, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c5363a081909681b54c1d8218dc |
completed | May 8, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fd4e795948819097c43e30902f1654 |
completed | May 8, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4f04d7ec819095b64d4811440166 |
completed | May 8, 2026, 2:48 a.m. |
Created at: April 10, 2026, 1:15 a.m.