Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008989

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006580

distance 0.145

#2 · Gadchirolicell 4750010316

distance 0.149 · cross-district

#3 · Gadchirolicell 4750009989

distance 0.151 · cross-district

#4 · Chandrapurcell 4730006358

distance 0.157

#5 · Chandrapurcell 4730008808

distance 0.159

#6 · Chandrapurcell 4730009060

distance 0.162

#7 · Yavatmalcell 5000006634

distance 0.164 · cross-district

#8 · Chandrapurcell 4730009023

distance 0.17

#9 · Chandrapurcell 4730006917

distance 0.172

#10 · Chandrapurcell 4730004567

distance 0.172

#11 · Bhandaracell 4710000617

distance 0.173 · cross-district

#12 · Chandrapurcell 4730008846

distance 0.177

#13 · Chandrapurcell 4730008617

distance 0.178

#14 · Gadchirolicell 4750010314

distance 0.18 · cross-district

#15 · Chandrapurcell 4730006024

distance 0.182

#16 · Chandrapurcell 4730009025

distance 0.183

#17 · Yavatmalcell 5000006492

distance 0.184 · cross-district

#18 · Bhandaracell 4710001430

distance 0.185 · 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":4730008989}}}'

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.