Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007710

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008128

distance 0.072

#2 · Gondiacell 4760000078

distance 0.099 · cross-district

#3 · Gondiacell 4760000079

distance 0.1 · cross-district

#4 · Chandrapurcell 4730008463

distance 0.102

#5 · Chandrapurcell 4730008304

distance 0.104

#6 · Chandrapurcell 4730008538

distance 0.106

#7 · Chandrapurcell 4730008537

distance 0.107

#8 · Gondiacell 4760000049

distance 0.108 · cross-district

#9 · Gondiacell 4760000050

distance 0.108 · cross-district

#10 · Chandrapurcell 4730007817

distance 0.109

#11 · Chandrapurcell 4730008460

distance 0.109

#12 · Chandrapurcell 4730008464

distance 0.112

#13 · Chandrapurcell 4730008130

distance 0.112

#14 · Chandrapurcell 4730007706

distance 0.112

#15 · Bhandaracell 4710000601

distance 0.112 · cross-district

#16 · Chandrapurcell 4730008023

distance 0.116

#17 · Chandrapurcell 4730007926

distance 0.117

#18 · Chandrapurcell 4730007814

distance 0.118

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":4730007710}}}'

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.