Triple
T3267327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samsung C&T |
E68557
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Resort & Construction Group
Resort & Construction Group is a major business division of Samsung C&T specializing in large-scale construction, civil engineering, and resort development projects.
|
E341345
|
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: Resort & Construction Group | Statement: [Samsung C&T, hasDivision, Resort & Construction Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Resort & Construction Group Context triple: [Samsung C&T, hasDivision, Resort & Construction Group]
-
A.
Hunt Construction Group
Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
-
B.
Hillside Group
Hillside Group is a software patterns and agile development community best known for organizing the PLoP (Pattern Languages of Programs) conferences and advancing the use of design patterns in software engineering.
-
C.
Walsh Construction Company
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
-
D.
Tellepsen Builders
Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
-
E.
Supai Group
The Supai Group is a prominent sequence of red sandstone, siltstone, and shale rock layers that forms striking cliffs and slopes in many canyons and mesas across the Colorado Plateau.
- 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: Resort & Construction Group Triple: [Samsung C&T, hasDivision, Resort & Construction Group]
Generated description
Resort & Construction Group is a major business division of Samsung C&T specializing in large-scale construction, civil engineering, and resort development projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Resort & Construction Group Target entity description: Resort & Construction Group is a major business division of Samsung C&T specializing in large-scale construction, civil engineering, and resort development projects.
-
A.
Hunt Construction Group
Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
-
B.
Hillside Group
Hillside Group is a software patterns and agile development community best known for organizing the PLoP (Pattern Languages of Programs) conferences and advancing the use of design patterns in software engineering.
-
C.
Walsh Construction Company
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
-
D.
Tellepsen Builders
Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
-
E.
Supai Group
The Supai Group is a prominent sequence of red sandstone, siltstone, and shale rock layers that forms striking cliffs and slopes in many canyons and mesas across the Colorado Plateau.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafce46dc8190a157e4f5012baed5 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ef261ec819091c62620765e2cef |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b28f9efe408190bcb1e16931b2fe62 |
completed | March 12, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2a8b873b081909bbb5de329e45169 |
completed | March 12, 2026, 11:51 a.m. |
Created at: March 8, 2026, 3:09 p.m.