Triple

T15632476
Position Surface form Disambiguated ID Type / Status
Subject Nucky Thompson E375848 entity
Predicate settingOfActivity P1957 FINISHED
Object Atlantic City political machine
The Atlantic City political machine was a powerful early 20th-century urban political organization that controlled local government and vice industries through patronage, corruption, and tightly managed elections.
E1168017 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: Atlantic City political machine | Statement: [Nucky Thompson, settingOfActivity, Atlantic City political machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlantic City political machine
Context triple: [Nucky Thompson, settingOfActivity, Atlantic City political machine]
  • A. Roscoe Conkling political machine
    The Roscoe Conkling political machine was a powerful late-19th-century Republican patronage network centered in New York that championed the Stalwart faction’s defense of the spoils system and party loyalty.
  • B. Albany Democratic political machine
    The Albany Democratic political machine was a powerful and long-dominant local party organization in Albany, New York, known for its tight control over city politics and patronage throughout much of the 20th century.
  • C. Atlantic City Council
    The Atlantic City Council is the municipal governing body responsible for setting local policies, passing ordinances, and overseeing city administration in Atlantic, Iowa.
  • D. Atlantic City Conference
    The Atlantic City Conference was a pivotal 1929 gathering of major American organized crime leaders that helped formalize nationwide coordination and structure within the underworld.
  • E. Tammany Hall
    Tammany Hall was a powerful New York City Democratic political machine that dominated local politics for much of the 19th and early 20th centuries through patronage and party organization.
  • 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: Atlantic City political machine
Triple: [Nucky Thompson, settingOfActivity, Atlantic City political machine]
Generated description
The Atlantic City political machine was a powerful early 20th-century urban political organization that controlled local government and vice industries through patronage, corruption, and tightly managed elections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlantic City political machine
Target entity description: The Atlantic City political machine was a powerful early 20th-century urban political organization that controlled local government and vice industries through patronage, corruption, and tightly managed elections.
  • A. Roscoe Conkling political machine
    The Roscoe Conkling political machine was a powerful late-19th-century Republican patronage network centered in New York that championed the Stalwart faction’s defense of the spoils system and party loyalty.
  • B. Albany Democratic political machine
    The Albany Democratic political machine was a powerful and long-dominant local party organization in Albany, New York, known for its tight control over city politics and patronage throughout much of the 20th century.
  • C. Atlantic City Council
    The Atlantic City Council is the municipal governing body responsible for setting local policies, passing ordinances, and overseeing city administration in Atlantic, Iowa.
  • D. Atlantic City Conference
    The Atlantic City Conference was a pivotal 1929 gathering of major American organized crime leaders that helped formalize nationwide coordination and structure within the underworld.
  • E. Tammany Hall
    Tammany Hall was a powerful New York City Democratic political machine that dominated local politics for much of the 19th and early 20th centuries through patronage and party organization.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb7338881909f3c430bb73f91d1 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f472b648190b7cd532a1b16373e completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff606f627081909e6ea230f30c917b completed May 9, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69ff6136a8c88190a83ad9232a338082 completed May 9, 2026, 4:30 p.m.
Created at: April 10, 2026, 4:14 a.m.