Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003244

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003607

distance 0.175

#2 · Chandrapurcell 4730002111

distance 0.219

#3 · Chandrapurcell 4730003163

distance 0.231

#4 · Chandrapurcell 4730003771

distance 0.233

#5 · Chandrapurcell 4730002824

distance 0.234

#6 · Chandrapurcell 4730004516

distance 0.236

#7 · Chandrapurcell 4730001568

distance 0.25

#8 · Chandrapurcell 4730002687

distance 0.254

#9 · Chandrapurcell 4730003445

distance 0.257

#10 · Akolacell 4670001230

distance 0.267 · cross-district

#11 · Chandrapurcell 4730002639

distance 0.271

#12 · Chandrapurcell 4730000792

distance 0.276

#13 · Chandrapurcell 4730003031

distance 0.276

#14 · Chandrapurcell 4730003459

distance 0.276

#15 · Chandrapurcell 4730003110

distance 0.277

#16 · Akolacell 4670001225

distance 0.28 · cross-district

#17 · Yavatmalcell 5000002761

distance 0.284 · cross-district

#18 · Chandrapurcell 4730001950

distance 0.286

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":4730003244}}}'

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.