Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002349

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.027

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002352

distance 0.027

#2 · Chandrapurcell 4730002609

distance 0.068

#3 · Chandrapurcell 4730002215

distance 0.07

#4 · Chandrapurcell 4730002541

distance 0.071

#5 · Chandrapurcell 4730002348

distance 0.088

#6 · Chandrapurcell 4730001548

distance 0.097

#7 · Chandrapurcell 4730002608

distance 0.101

#8 · Chandrapurcell 4730001466

distance 0.111

#9 · Chandrapurcell 4730001814

distance 0.113

#10 · Chandrapurcell 4730002353

distance 0.119

#11 · Chandrapurcell 4730002153

distance 0.12

#12 · Chandrapurcell 4730001903

distance 0.121

#13 · Chandrapurcell 4730002610

distance 0.127

#14 · Chandrapurcell 4730003146

distance 0.131

#15 · Chandrapurcell 4730000743

distance 0.131

#16 · Akolacell 4670000632

distance 0.132 · cross-district

#17 · Chandrapurcell 4730000578

distance 0.134

#18 · Yavatmalcell 5000001974

distance 0.135 · 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":4730002349}}}'

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.