Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008483

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008636

distance 0.199

#2 · Chandrapurcell 4730009021

distance 0.223

#3 · Bhandaracell 4710001090

distance 0.235 · cross-district

#4 · Bhandaracell 4710001486

distance 0.241 · cross-district

#5 · Chandrapurcell 4730007963

distance 0.243

#6 · Chandrapurcell 4730009653

distance 0.251

#7 · Chandrapurcell 4730008634

distance 0.254

#8 · Bhandaracell 4710001531

distance 0.254 · cross-district

#9 · Chandrapurcell 4730008578

distance 0.256

#10 · Bhandaracell 4710001787

distance 0.258 · cross-district

#11 · Bhandaracell 4710001484

distance 0.258 · cross-district

#12 · Chandrapurcell 4730005972

distance 0.261

#13 · Bhandaracell 4710000884

distance 0.261 · cross-district

#14 · Bhandaracell 4710001664

distance 0.261 · cross-district

#15 · Gadchirolicell 4750010832

distance 0.263 · cross-district

#16 · Chandrapurcell 4730008480

distance 0.264

#17 · Bhandaracell 4710001485

distance 0.265 · cross-district

#18 · Bhandaracell 4710000995

distance 0.267 · 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":4730008483}}}'

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.