Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009268

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008622

distance 0.109

#2 · Chandrapurcell 4730009330

distance 0.115

#3 · Chandrapurcell 4730008698

distance 0.12

#4 · Chandrapurcell 4730008923

distance 0.12

#5 · Gadchirolicell 4750010371

distance 0.127 · cross-district

#6 · Chandrapurcell 4730006777

distance 0.128

#7 · Chandrapurcell 4730006662

distance 0.13

#8 · Chandrapurcell 4730008850

distance 0.132

#9 · Chandrapurcell 4730008776

distance 0.134

#10 · Chandrapurcell 4730008700

distance 0.134

#11 · Chandrapurcell 4730006547

distance 0.134

#12 · Chandrapurcell 4730006549

distance 0.135

#13 · Gondiacell 4760000394

distance 0.135 · cross-district

#14 · Bhandaracell 4710000290

distance 0.139 · cross-district

#15 · Gondiacell 4760000360

distance 0.141 · cross-district

#16 · Bhandaracell 4710000381

distance 0.145 · cross-district

#17 · Chandrapurcell 4730008621

distance 0.148

#18 · Chandrapurcell 4730006773

distance 0.148

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":4730009268}}}'

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.