Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009047

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007575

distance 0.133

#2 · Chandrapurcell 4730007350

distance 0.144

#3 · Bhandaracell 4710001562

distance 0.176 · cross-district

#4 · Chandrapurcell 4730008906

distance 0.18

#5 · Bhandaracell 4710001622

distance 0.188 · cross-district

#6 · Chandrapurcell 4730007347

distance 0.191

#7 · Chandrapurcell 4730009315

distance 0.191

#8 · Bhandaracell 4710001663

distance 0.2 · cross-district

#9 · Chandrapurcell 4730007000

distance 0.202

#10 · Chandrapurcell 4730008598

distance 0.204

#11 · Yavatmalcell 5000005789

distance 0.205 · cross-district

#12 · Bhandaracell 4710001671

distance 0.206 · cross-district

#13 · Chandrapurcell 4730008576

distance 0.212

#14 · Gondiacell 4760000209

distance 0.215 · cross-district

#15 · Gadchirolicell 4750009684

distance 0.217 · cross-district

#16 · Chandrapurcell 4730009221

distance 0.218

#17 · Chandrapurcell 4730008905

distance 0.219

#18 · Bhandaracell 4710001020

distance 0.222 · 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":4730009047}}}'

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.