Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009699

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000748

distance 0.167 · cross-district

#2 · Bhandaracell 4710000271

distance 0.191 · cross-district

#3 · Bhandaracell 4710000533

distance 0.194 · cross-district

#4 · Chandrapurcell 4730009663

distance 0.209

#5 · Chandrapurcell 4730009443

distance 0.214

#6 · Bhandaracell 4710000667

distance 0.235 · cross-district

#7 · Bhandaracell 4710000235

distance 0.238 · cross-district

#8 · Chandrapurcell 4730007988

distance 0.239

#9 · Bhandaracell 4710000719

distance 0.246 · cross-district

#10 · Chandrapurcell 4730009607

distance 0.249

#11 · Chandrapurcell 4730009621

distance 0.252

#12 · Bhandaracell 4710000712

distance 0.259 · cross-district

#13 · Yavatmalcell 5000007339

distance 0.26 · cross-district

#14 · Bhandaracell 4710000666

distance 0.261 · cross-district

#15 · Nagpurcell 4840000651

distance 0.261 · cross-district

#16 · Chandrapurcell 4730008040

distance 0.263

#17 · Bhandaracell 4710000711

distance 0.263 · cross-district

#18 · Chandrapurcell 4730009429

distance 0.269

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":4730009699}}}'

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.