Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006954

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006614

distance 0.169

#2 · Jalgaoncell 4780002961

distance 0.182 · cross-district

#3 · Chandrapurcell 4730007068

distance 0.186

#4 · Yavatmalcell 5000004879

distance 0.187 · cross-district

#5 · Chandrapurcell 4730006617

distance 0.191

#6 · Washimcell 4990003165

distance 0.196 · cross-district

#7 · Chandrapurcell 4730004375

distance 0.198

#8 · Chandrapurcell 4730007185

distance 0.205

#9 · Chandrapurcell 4730003830

distance 0.21

#10 · Wardhacell 4980000576

distance 0.211 · cross-district

#11 · Chandrapurcell 4730003504

distance 0.212

#12 · Yavatmalcell 5000011220

distance 0.214 · cross-district

#13 · Yavatmalcell 5000007338

distance 0.215 · cross-district

#14 · Chandrapurcell 4730004710

distance 0.215

#15 · Yavatmalcell 5000010653

distance 0.216 · cross-district

#16 · Amravaticell 4680003698

distance 0.217 · cross-district

#17 · Yavatmalcell 5000009418

distance 0.217 · cross-district

#18 · Washimcell 4990003825

distance 0.218 · 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":4730006954}}}'

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.