Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002301

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002507

distance 0.133

#2 · Chandrapurcell 4730003969

distance 0.138

#3 · Chandrapurcell 4730002504

distance 0.139

#4 · Chandrapurcell 4730001782

distance 0.142

#5 · Chandrapurcell 4730003107

distance 0.148

#6 · Chandrapurcell 4730002628

distance 0.151

#7 · Chandrapurcell 4730001863

distance 0.152

#8 · Chandrapurcell 4730002027

distance 0.155

#9 · Nandedcell 4850000381

distance 0.165 · cross-district

#10 · Chandrapurcell 4730001945

distance 0.166

#11 · Chandrapurcell 4730002183

distance 0.17

#12 · Chandrapurcell 4730002688

distance 0.173

#13 · Chandrapurcell 4730000709

distance 0.178

#14 · Chandrapurcell 4730001597

distance 0.178

#15 · Chandrapurcell 4730002106

distance 0.183

#16 · Chandrapurcell 4730002577

distance 0.184

#17 · Chandrapurcell 4730003676

distance 0.184

#18 · Chandrapurcell 4730001056

distance 0.185

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":4730002301}}}'

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.