Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003421

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004111

distance 0.084

#2 · Chandrapurcell 4730004300

distance 0.099

#3 · Chandrapurcell 4730004185

distance 0.11

#4 · Chandrapurcell 4730004297

distance 0.115

#5 · Chandrapurcell 4730004203

distance 0.118

#6 · Chandrapurcell 4730004394

distance 0.122

#7 · Chandrapurcell 4730003750

distance 0.126

#8 · Chandrapurcell 4730004395

distance 0.128

#9 · Chandrapurcell 4730004202

distance 0.13

#10 · Chandrapurcell 4730003155

distance 0.131

#11 · Chandrapurcell 4730004015

distance 0.132

#12 · Chandrapurcell 4730004299

distance 0.133

#13 · Chandrapurcell 4730003730

distance 0.134

#14 · Chandrapurcell 4730004026

distance 0.137

#15 · Chandrapurcell 4730003438

distance 0.137

#16 · Chandrapurcell 4730007123

distance 0.138

#17 · Chandrapurcell 4730008442

distance 0.139

#18 · Chandrapurcell 4730004118

distance 0.14

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":4730003421}}}'

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.