Triple

T11944995
Position Surface form Disambiguated ID Type / Status
Subject City of Darwin E284271 entity
Predicate borderedBy P224 FINISHED
Object Litchfield Municipality
Litchfield Municipality is a local government area in the Northern Territory of Australia, encompassing rural and semi-rural communities on the outskirts of Darwin.
 E955241 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: Litchfield Municipality | Statement: [City of Darwin, borderedBy, Litchfield Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Litchfield Municipality
Context triple: [City of Darwin, borderedBy, Litchfield Municipality]
  • A. Litchfield center
    Litchfield center is the main village and historic town center of Litchfield, Connecticut, serving as the area’s civic and commercial hub.
  • B. Litchfield
    Litchfield is a small unincorporated rural community located in northeastern California.
  • C. Litchfield
    Litchfield is an English surname historically associated with several notable figures, including members of Charles Darwin’s family.
  • D. East Litchfield
    East Litchfield is a small village within the town of Litchfield, Connecticut, known for its rural residential character and New England charm.
  • E. Litchfield Hills
    Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
  • 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: Litchfield Municipality
Triple: [City of Darwin, borderedBy, Litchfield Municipality]
Generated description
Litchfield Municipality is a local government area in the Northern Territory of Australia, encompassing rural and semi-rural communities on the outskirts of Darwin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Litchfield Municipality
Target entity description: Litchfield Municipality is a local government area in the Northern Territory of Australia, encompassing rural and semi-rural communities on the outskirts of Darwin.
  • A. Litchfield center
    Litchfield center is the main village and historic town center of Litchfield, Connecticut, serving as the area’s civic and commercial hub.
  • B. Litchfield
    Litchfield is a small unincorporated rural community located in northeastern California.
  • C. Litchfield
    Litchfield is an English surname historically associated with several notable figures, including members of Charles Darwin’s family.
  • D. East Litchfield
    East Litchfield is a small village within the town of Litchfield, Connecticut, known for its rural residential character and New England charm.
  • E. Litchfield Hills
    Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9034444488190925a6fa6c856ed08 completed April 10, 2026, 2:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440ac6c68819094bd27058d13cd4d completed May 1, 2026, 5:57 a.m.
NEDg Description generation batch_69f448fd4b908190a4f08619d346bec8 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b08da6c8190ae62d8e892bf1971 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.