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.