Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005613

The MH-36 locality cells most similar to this Latur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004813

distance 0.241

#2 · Laturcell 4810005090

distance 0.244

#3 · Laturcell 4810005763

distance 0.25

#4 · Jalgaoncell 4780002907

distance 0.297 · cross-district

#5 · Laturcell 4810004812

distance 0.299

#6 · Laturcell 4810005928

distance 0.313

#7 · Laturcell 4810005712

distance 0.321

#8 · Jalgaoncell 4780001286

distance 0.324 · cross-district

#9 · Laturcell 4810004815

distance 0.331

#10 · Jalgaoncell 4780001209

distance 0.332 · cross-district

#11 · Jalgaoncell 4780001578

distance 0.333 · cross-district

#12 · Laturcell 4810005963

distance 0.338

#13 · Jalgaoncell 4780000773

distance 0.34 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690008579

distance 0.343 · cross-district

#15 · Laturcell 4810005249

distance 0.343

#16 · Jalgaoncell 4780000995

distance 0.344 · cross-district

#17 · Laturcell 4810005863

distance 0.345

#18 · Chhatrapati Sambhajinagarcell 4690002753

distance 0.349 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":481,"cluster_id":4810005613}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.