Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003435

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006468

distance 0.223

#2 · Chandrapurcell 4730005893

distance 0.26

#3 · Chandrapurcell 4730005680

distance 0.262

#4 · Chandrapurcell 4730005171

distance 0.269

#5 · Chandrapurcell 4730005468

distance 0.272

#6 · Chandrapurcell 4730002150

distance 0.297

#7 · Chandrapurcell 4730006239

distance 0.299

#8 · Bhandaracell 4710001383

distance 0.304 · cross-district

#9 · Chandrapurcell 4730006353

distance 0.305

#10 · Amravaticell 4680007232

distance 0.306 · cross-district

#11 · Jalgaoncell 4780006954

distance 0.309 · cross-district

#12 · Chandrapurcell 4730003434

distance 0.313

#13 · Wardhacell 4980003591

distance 0.316 · cross-district

#14 · Jalgaoncell 4780005122

distance 0.318 · cross-district

#15 · Chandrapurcell 4730005074

distance 0.322

#16 · Gondiacell 4760000768

distance 0.325 · cross-district

#17 · Nandedcell 4850002154

distance 0.329 · cross-district

#18 · Chandrapurcell 4730005786

distance 0.338

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":4730003435}}}'

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.