Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008982

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006692

distance 0.176 · cross-district

#2 · Chandrapurcell 4730008980

distance 0.188

#3 · Gondiacell 4760000981

distance 0.2 · cross-district

#4 · Yavatmalcell 5000007733

distance 0.201 · cross-district

#5 · Wardhacell 4980000521

distance 0.202 · cross-district

#6 · Chandrapurcell 4730008354

distance 0.202

#7 · Nagpurcell 4840000150

distance 0.205 · cross-district

#8 · Yavatmalcell 5000006821

distance 0.208 · cross-district

#9 · Wardhacell 4980000393

distance 0.211 · cross-district

#10 · Bhandaracell 4710001572

distance 0.212 · cross-district

#11 · Wardhacell 4980000574

distance 0.215 · cross-district

#12 · Yavatmalcell 5000010560

distance 0.221 · cross-district

#13 · Wardhacell 4980000963

distance 0.227 · cross-district

#14 · Nagpurcell 4840000901

distance 0.227 · cross-district

#15 · Chandrapurcell 4730008001

distance 0.227

#16 · Nagpurcell 4840001097

distance 0.228 · cross-district

#17 · Chandrapurcell 4730007906

distance 0.229

#18 · Wardhacell 4980000452

distance 0.231 · 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":4730008982}}}'

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.