Triple
T4068763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowe's |
E86591
|
entity |
| Predicate | competitor |
P1375
|
FINISHED |
| Object |
Menards
Menards is a Midwestern-based American home improvement retail chain known for its large warehouse-style stores offering building materials, hardware, and household goods.
|
E414702
|
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: Menards | Statement: [Lowe's, competitor, Menards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Menards Context triple: [Lowe's, competitor, Menards]
-
A.
Lowe's
Lowe's is a major American home improvement retail chain known for selling hardware, building materials, appliances, and related products to both DIY customers and professionals.
-
B.
The Home Depot
The Home Depot is a major American home improvement retail chain known for its large warehouse-style stores selling tools, construction products, and services to both DIY customers and professionals.
-
C.
Ace Hardware
Ace Hardware is a large American hardware retail cooperative known for its neighborhood stores offering tools, home improvement products, and customer-focused service.
-
D.
Cunningham Hardware
Cunningham Hardware is the fictional Milwaukee hardware store owned and operated by Howard Cunningham in the television series "Happy Days."
-
E.
Habitat ReStore
Habitat ReStore is a nonprofit home improvement retail outlet that sells donated building materials, furniture, and appliances to fund Habitat for Humanity’s affordable housing efforts.
- 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: Menards Triple: [Lowe's, competitor, Menards]
Generated description
Menards is a Midwestern-based American home improvement retail chain known for its large warehouse-style stores offering building materials, hardware, and household goods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Menards Target entity description: Menards is a Midwestern-based American home improvement retail chain known for its large warehouse-style stores offering building materials, hardware, and household goods.
-
A.
Lowe's
Lowe's is a major American home improvement retail chain known for selling hardware, building materials, appliances, and related products to both DIY customers and professionals.
-
B.
The Home Depot
The Home Depot is a major American home improvement retail chain known for its large warehouse-style stores selling tools, construction products, and services to both DIY customers and professionals.
-
C.
Ace Hardware
Ace Hardware is a large American hardware retail cooperative known for its neighborhood stores offering tools, home improvement products, and customer-focused service.
-
D.
Cunningham Hardware
Cunningham Hardware is the fictional Milwaukee hardware store owned and operated by Howard Cunningham in the television series "Happy Days."
-
E.
Habitat ReStore
Habitat ReStore is a nonprofit home improvement retail outlet that sells donated building materials, furniture, and appliances to fund Habitat for Humanity’s affordable housing efforts.
- 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_69aed93ebe448190a1f1686e28740ac9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbf8f33c8190a6afca1830f35485 |
completed | March 9, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57698f5a48190991526fb26d451fb |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577c2b784819096d8218dd1c1478d |
completed | March 14, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5782cc448819080e306952da24ac0 |
completed | March 14, 2026, 3:01 p.m. |
Created at: March 9, 2026, 3:38 p.m.