Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008432

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008661

distance 0.098

#2 · Chandrapurcell 4730008429

distance 0.107

#3 · Chandrapurcell 4730009022

distance 0.11

#4 · Chandrapurcell 4730008271

distance 0.119

#5 · Chandrapurcell 4730007678

distance 0.13

#6 · Chandrapurcell 4730008269

distance 0.132

#7 · Chandrapurcell 4730007567

distance 0.144

#8 · Chandrapurcell 4730007679

distance 0.146

#9 · Chandrapurcell 4730008002

distance 0.148

#10 · Chandrapurcell 4730008879

distance 0.15

#11 · Chandrapurcell 4730008950

distance 0.153

#12 · Chandrapurcell 4730008351

distance 0.154

#13 · Chandrapurcell 4730007344

distance 0.156

#14 · Chandrapurcell 4730007562

distance 0.156

#15 · Chandrapurcell 4730007568

distance 0.16

#16 · Chandrapurcell 4730009222

distance 0.161

#17 · Chandrapurcell 4730007677

distance 0.162

#18 · Chandrapurcell 4730008000

distance 0.162

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":4730008432}}}'

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.