Triple
T20413694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newt Heisley |
E500650
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Adams County Advertising Agency
Adams County Advertising Agency was a marketing firm known for employing graphic designer Newt Heisley, who created the iconic POW/MIA flag.
|
E1430299
|
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: Adams County Advertising Agency | Statement: [Newt Heisley, employer, Adams County Advertising Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adams County Advertising Agency Context triple: [Newt Heisley, employer, Adams County Advertising Agency]
-
A.
Ketchum
Ketchum is a small resort city in Idaho best known as a gateway to the Sun Valley ski area and for its outdoor recreation and arts scene.
-
B.
David D. Bohannon Company
David D. Bohannon Company is a real estate development firm known for building large commercial projects in California, including major shopping centers.
-
C.
Concord Adex
Concord Adex is a Canadian real estate development company best known for building large-scale master-planned condominium communities, particularly in Toronto and Vancouver.
-
D.
Walter Thompson
Walter Thompson is an editor known for his work on the film "Pitfall."
-
E.
Lamar Advertising Company
Lamar Advertising Company is a major American outdoor advertising firm specializing in billboards, transit, and highway logo signs across the United States and Canada.
- 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: Adams County Advertising Agency Triple: [Newt Heisley, employer, Adams County Advertising Agency]
Generated description
Adams County Advertising Agency was a marketing firm known for employing graphic designer Newt Heisley, who created the iconic POW/MIA flag.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adams County Advertising Agency Target entity description: Adams County Advertising Agency was a marketing firm known for employing graphic designer Newt Heisley, who created the iconic POW/MIA flag.
-
A.
Ketchum
Ketchum is a small resort city in Idaho best known as a gateway to the Sun Valley ski area and for its outdoor recreation and arts scene.
-
B.
David D. Bohannon Company
David D. Bohannon Company is a real estate development firm known for building large commercial projects in California, including major shopping centers.
-
C.
Concord Adex
Concord Adex is a Canadian real estate development company best known for building large-scale master-planned condominium communities, particularly in Toronto and Vancouver.
-
D.
Walter Thompson
Walter Thompson is an editor known for his work on the film "Pitfall."
-
E.
Lamar Advertising Company
Lamar Advertising Company is a major American outdoor advertising firm specializing in billboards, transit, and highway logo signs across the United States and Canada.
- 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_69e0b4a935588190b9446a99b37ced44 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67a4281048190a2b016ec16b7d203 |
completed | April 20, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b2626048190a9fb9aa62537d820 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a08801702488190ba3122edb09cdaab |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08811c9af081908d898134bf80452e |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 16, 2026, 11:30 a.m.