Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005477

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006370

distance 0.172

#2 · Bhandaracell 4710001159

distance 0.192 · cross-district

#3 · Chandrapurcell 4730005692

distance 0.199

#4 · Chandrapurcell 4730009377

distance 0.201

#5 · Chandrapurcell 4730005584

distance 0.202

#6 · Chandrapurcell 4730005798

distance 0.205

#7 · Chandrapurcell 4730006034

distance 0.206

#8 · Chandrapurcell 4730005791

distance 0.209

#9 · Chandrapurcell 4730005685

distance 0.21

#10 · Bhandaracell 4710000994

distance 0.212 · cross-district

#11 · Yavatmalcell 5000007559

distance 0.213 · cross-district

#12 · Chandrapurcell 4730004472

distance 0.213

#13 · Bhandaracell 4710000383

distance 0.213 · cross-district

#14 · Chandrapurcell 4730005585

distance 0.218

#15 · Chandrapurcell 4730009687

distance 0.219

#16 · Nagpurcell 4840000590

distance 0.219 · cross-district

#17 · Yavatmalcell 5000007424

distance 0.219 · cross-district

#18 · Chandrapurcell 4730006377

distance 0.222

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":4730005477}}}'

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.