Triple

T5521565
Position Surface form Disambiguated ID Type / Status
Subject Takoma Park, Maryland E144820 entity
Predicate hasCityManager P16141 FINISHED
Object Jamal T. Fox
Jamal T. Fox is a public administrator who serves as the city manager of Takoma Park, Maryland.
E531706 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: Jamal T. Fox | Statement: [Takoma Park, Maryland, hasCityManager, Jamal T. Fox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jamal T. Fox
Context triple: [Takoma Park, Maryland, hasCityManager, Jamal T. Fox]
  • A. Max Drummey
    Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
  • B. Felix Mills
    Felix Mills was an American composer and arranger best known for his work on film scores and radio programs in the mid-20th century.
  • C. Eugene Pip Fox
    Eugene Pip Fox is the son of English actor and political activist Laurence Fox.
  • D. Luke Foxe
    Luke Foxe was a 17th-century English explorer and navigator known for his Arctic voyages in search of the Northwest Passage.
  • E. Joel Miller
    Joel Miller is the hardened, emotionally scarred survivor and smuggler who serves as the central protagonist of the post-apocalyptic video game and television series "The Last of Us."
  • 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: Jamal T. Fox
Triple: [Takoma Park, Maryland, hasCityManager, Jamal T. Fox]
Generated description
Jamal T. Fox is a public administrator who serves as the city manager of Takoma Park, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jamal T. Fox
Target entity description: Jamal T. Fox is a public administrator who serves as the city manager of Takoma Park, Maryland.
  • A. Max Drummey
    Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
  • B. Felix Mills
    Felix Mills was an American composer and arranger best known for his work on film scores and radio programs in the mid-20th century.
  • C. Eugene Pip Fox
    Eugene Pip Fox is the son of English actor and political activist Laurence Fox.
  • D. Luke Foxe
    Luke Foxe was a 17th-century English explorer and navigator known for his Arctic voyages in search of the Northwest Passage.
  • E. Joel Miller
    Joel Miller is the hardened, emotionally scarred survivor and smuggler who serves as the central protagonist of the post-apocalyptic video game and television series "The Last of Us."
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f7227a8819080c9f074afe0eaac completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027ee724c819086b92ea127961e09 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03c0ab1d8819094aeaac0a5b57bc8 completed March 22, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69c03cd550748190ab9718c510d2f0ca completed March 22, 2026, 7:02 p.m.
Created at: March 22, 2026, 3:33 p.m.