Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005479

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006377

distance 0.094

#2 · Chandrapurcell 4730006259

distance 0.095

#3 · Chandrapurcell 4730005578

distance 0.103

#4 · Chandrapurcell 4730005584

distance 0.104

#5 · Chandrapurcell 4730005918

distance 0.117

#6 · Chandrapurcell 4730006135

distance 0.12

#7 · Chandrapurcell 4730006034

distance 0.124

#8 · Chandrapurcell 4730005579

distance 0.125

#9 · Chandrapurcell 4730005585

distance 0.128

#10 · Chandrapurcell 4730005372

distance 0.129

#11 · Yavatmalcell 5000008204

distance 0.133 · cross-district

#12 · Chandrapurcell 4730006359

distance 0.14

#13 · Chandrapurcell 4730005586

distance 0.144

#14 · Chandrapurcell 4730006262

distance 0.146

#15 · Chandrapurcell 4730006140

distance 0.148

#16 · Chandrapurcell 4730006149

distance 0.15

#17 · Chandrapurcell 4730006370

distance 0.15

#18 · Bhandaracell 4710001779

distance 0.151 · cross-district

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":4730005479}}}'

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.