Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003384

The MH-36 locality cells most similar to this Chandrapur 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.385

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002032

distance 0.385

#2 · Jalgaoncell 4780004185

distance 0.391 · cross-district

#3 · Kolhapurcell 4800004423

distance 0.396 · cross-district

#4 · Chandrapurcell 4730001951

distance 0.403

#5 · Nagpurcell 4840004602

distance 0.406 · cross-district

#6 · Chandrapurcell 4730003096

distance 0.406

#7 · Kolhapurcell 4800004770

distance 0.43 · cross-district

#8 · Akolacell 4670001997

distance 0.45 · cross-district

#9 · Wardhacell 4980002637

distance 0.462 · cross-district

#10 · Wardhacell 4980002407

distance 0.463 · cross-district

#11 · Laturcell 4810002016

distance 0.467 · cross-district

#12 · Nagpurcell 4840003185

distance 0.469 · cross-district

#13 · Kolhapurcell 4800001844

distance 0.476 · cross-district

#14 · Laturcell 4810003013

distance 0.477 · cross-district

#15 · Sanglicell 4930000255

distance 0.48 · cross-district

#16 · Jalnacell 4790003785

distance 0.48 · cross-district

#17 · Sanglicell 4930000294

distance 0.484 · cross-district

#18 · Sanglicell 4930000254

distance 0.486 · 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":473,"cluster_id":4730003384}}}'

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.