Triple
T17095235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walsh family |
E414829
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Walsh Enterprises (fictional business)
Walsh Enterprises is a fictional family-run business owned and operated by the Walsh family, often serving as a central setting for their personal and professional storylines.
|
E1250086
|
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: Walsh Enterprises (fictional business) | Statement: [Walsh family, associatedWith, Walsh Enterprises (fictional business)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walsh Enterprises (fictional business) Context triple: [Walsh family, associatedWith, Walsh Enterprises (fictional business)]
-
A.
Walton Enterprises LLC
Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
-
B.
The Walsh Group
The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
-
C.
Wells Enterprises
Wells Enterprises is a major American ice cream and frozen treats manufacturer best known as the company behind the Blue Bunny brand.
-
D.
Clark Enterprises
Clark Enterprises is a construction and real estate development company founded by A. James Clark, known for its major building projects and role in the U.S. construction industry.
-
E.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
- 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: Walsh Enterprises (fictional business) Triple: [Walsh family, associatedWith, Walsh Enterprises (fictional business)]
Generated description
Walsh Enterprises is a fictional family-run business owned and operated by the Walsh family, often serving as a central setting for their personal and professional storylines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walsh Enterprises (fictional business) Target entity description: Walsh Enterprises is a fictional family-run business owned and operated by the Walsh family, often serving as a central setting for their personal and professional storylines.
-
A.
Walton Enterprises LLC
Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
-
B.
The Walsh Group
The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
-
C.
Wells Enterprises
Wells Enterprises is a major American ice cream and frozen treats manufacturer best known as the company behind the Blue Bunny brand.
-
D.
Clark Enterprises
Clark Enterprises is a construction and real estate development company founded by A. James Clark, known for its major building projects and role in the U.S. construction industry.
-
E.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfc9158819081689d3d594a1908 |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012eedfd7c8190b267dedd403f5f2b |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a01302666a48190b7d7c33306e63911 |
completed | May 11, 2026, 1:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01308426a48190882dd057126bc43a |
completed | May 11, 2026, 1:27 a.m. |
Created at: April 10, 2026, 5:35 a.m.