Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009371

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006346

distance 0.118

#2 · Chandrapurcell 4730004103

distance 0.127

#3 · Chandrapurcell 4730008926

distance 0.129

#4 · Chandrapurcell 4730009370

distance 0.13

#5 · Chandrapurcell 4730009365

distance 0.132

#6 · Chandrapurcell 4730007576

distance 0.137

#7 · Chandrapurcell 4730007462

distance 0.141

#8 · Chandrapurcell 4730004032

distance 0.148

#9 · Chandrapurcell 4730009592

distance 0.148

#10 · Bhandaracell 4710001088

distance 0.148 · cross-district

#11 · Chandrapurcell 4730003016

distance 0.15

#12 · Chandrapurcell 4730009363

distance 0.151

#13 · Chandrapurcell 4730009368

distance 0.153

#14 · Chandrapurcell 4730009316

distance 0.153

#15 · Yavatmalcell 5000008440

distance 0.157 · cross-district

#16 · Chandrapurcell 4730003353

distance 0.16

#17 · Chandrapurcell 4730008850

distance 0.166

#18 · Chandrapurcell 4730007472

distance 0.166

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":4730009371}}}'

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.