Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003496

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007469

distance 0.117

#2 · Chandrapurcell 4730007470

distance 0.128

#3 · Chandrapurcell 4730004091

distance 0.13

#4 · Chandrapurcell 4730007241

distance 0.138

#5 · Chandrapurcell 4730007015

distance 0.139

#6 · Chandrapurcell 4730003934

distance 0.14

#7 · Chandrapurcell 4730003669

distance 0.142

#8 · Chandrapurcell 4730003815

distance 0.143

#9 · Chandrapurcell 4730006897

distance 0.143

#10 · Chandrapurcell 4730003843

distance 0.144

#11 · Chandrapurcell 4730007125

distance 0.144

#12 · Chandrapurcell 4730003127

distance 0.146

#13 · Gadchirolicell 4750007492

distance 0.147 · cross-district

#14 · Chandrapurcell 4730007358

distance 0.147

#15 · Chandrapurcell 4730003495

distance 0.147

#16 · Chandrapurcell 4730003135

distance 0.148

#17 · Chandrapurcell 4730003753

distance 0.148

#18 · Chandrapurcell 4730006904

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":4730003496}}}'

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.