Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003530

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004052

distance 0.163

#2 · Hingolicell 4770000397

distance 0.165 · cross-district

#3 · Chandrapurcell 4730003691

distance 0.187

#4 · Chandrapurcell 4730002901

distance 0.19

#5 · Chandrapurcell 4730004055

distance 0.19

#6 · Chandrapurcell 4730004042

distance 0.191

#7 · Chandrapurcell 4730003240

distance 0.198

#8 · Chandrapurcell 4730003040

distance 0.199

#9 · Chandrapurcell 4730002763

distance 0.2

#10 · Nandedcell 4850004278

distance 0.202 · cross-district

#11 · Nandedcell 4850007128

distance 0.209 · cross-district

#12 · Chandrapurcell 4730003952

distance 0.209

#13 · Buldhanacell 4720007045

distance 0.211 · cross-district

#14 · Chandrapurcell 4730003241

distance 0.215

#15 · Akolacell 4670001312

distance 0.217 · cross-district

#16 · Chandrapurcell 4730003874

distance 0.218

#17 · Chandrapurcell 4730003602

distance 0.219

#18 · Chandrapurcell 4730004337

distance 0.224

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":4730003530}}}'

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.