Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005166

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004593

distance 0.243

#2 · Chandrapurcell 4730007803

distance 0.245

#3 · Chandrapurcell 4730007467

distance 0.258

#4 · Chandrapurcell 4730008107

distance 0.259

#5 · Chandrapurcell 4730007075

distance 0.264

#6 · Ahmednagarcell 4660012667

distance 0.288 · cross-district

#7 · Chandrapurcell 4730008987

distance 0.292

#8 · Chandrapurcell 4730005553

distance 0.296

#9 · Yavatmalcell 5000003139

distance 0.298 · cross-district

#10 · Solapurcell 4960008547

distance 0.303 · cross-district

#11 · Wardhacell 4980000117

distance 0.311 · cross-district

#12 · Jalgaoncell 4780000125

distance 0.314 · cross-district

#13 · Bhandaracell 4710003253

distance 0.314 · cross-district

#14 · Nashikcell 4870007067

distance 0.318 · cross-district

#15 · Gadchirolicell 4750010642

distance 0.32 · cross-district

#16 · Chandrapurcell 4730004684

distance 0.322

#17 · Nashikcell 4870007387

distance 0.322 · cross-district

#18 · Nashikcell 4870007347

distance 0.323 · 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":4730005166}}}'

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.