Triple

T13453487
Position Surface form Disambiguated ID Type / Status
Subject Apalachee language E311169 entity
Predicate languageFamily P1047 FINISHED
Object Macro-Gulf (proposed)
Macro-Gulf (proposed) is a hypothesized language macro-family that groups the Apalachee language with other Gulf Coast and southeastern North American languages based on proposed historical relationships.
E1041211 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: Macro-Gulf (proposed) | Statement: [Apalachee language, languageFamily, Macro-Gulf (proposed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macro-Gulf (proposed)
Context triple: [Apalachee language, languageFamily, Macro-Gulf (proposed)]
  • A. Gulf of Mexico industrial corridor
    The Gulf of Mexico industrial corridor is a major transnational belt of heavy industry, petrochemical complexes, and port infrastructure along the Gulf coast that drives much of the region’s export-oriented economic activity.
  • B. Gulf South
    Gulf South is a cultural and geographic region of the southern United States along the Gulf of Mexico, known for its distinctive blend of coastal environments, diverse communities, and shared economic and historical ties.
  • C. Great Gulf
    Great Gulf is a vast glacial cirque and wilderness area on the northeastern side of Mount Washington in New Hampshire’s White Mountains, known for its rugged terrain and challenging hiking trails.
  • D. Shreve
    Shreve is a surname most notably associated with American steamboat pioneer Henry Miller Shreve, after whom the city of Shreveport, Louisiana, is named.
  • E. Louisiana Gulf Coast
    The Louisiana Gulf Coast is a low-lying, wetland-rich shoreline along the Gulf of Mexico known for its vital fisheries, oil and gas infrastructure, and vulnerability to hurricanes and coastal erosion.
  • 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: Macro-Gulf (proposed)
Triple: [Apalachee language, languageFamily, Macro-Gulf (proposed)]
Generated description
Macro-Gulf (proposed) is a hypothesized language macro-family that groups the Apalachee language with other Gulf Coast and southeastern North American languages based on proposed historical relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macro-Gulf (proposed)
Target entity description: Macro-Gulf (proposed) is a hypothesized language macro-family that groups the Apalachee language with other Gulf Coast and southeastern North American languages based on proposed historical relationships.
  • A. Gulf of Mexico industrial corridor
    The Gulf of Mexico industrial corridor is a major transnational belt of heavy industry, petrochemical complexes, and port infrastructure along the Gulf coast that drives much of the region’s export-oriented economic activity.
  • B. Gulf South
    Gulf South is a cultural and geographic region of the southern United States along the Gulf of Mexico, known for its distinctive blend of coastal environments, diverse communities, and shared economic and historical ties.
  • C. Great Gulf
    Great Gulf is a vast glacial cirque and wilderness area on the northeastern side of Mount Washington in New Hampshire’s White Mountains, known for its rugged terrain and challenging hiking trails.
  • D. Shreve
    Shreve is a surname most notably associated with American steamboat pioneer Henry Miller Shreve, after whom the city of Shreveport, Louisiana, is named.
  • E. Louisiana Gulf Coast
    The Louisiana Gulf Coast is a low-lying, wetland-rich shoreline along the Gulf of Mexico known for its vital fisheries, oil and gas infrastructure, and vulnerability to hurricanes and coastal erosion.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaefae85481909e6a59797cbb25e7 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399c539c819080802b620da6fcfc completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73dd98e88819098394122bac6bbc4 completed May 3, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69f73e4f2da88190924ea9a19418750f completed May 3, 2026, 12:23 p.m.
Created at: April 9, 2026, 9:41 p.m.