Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005913

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005912

distance 0.202

#2 · Chandrapurcell 4730006145

distance 0.205

#3 · Bhandaracell 4710001724

distance 0.21 · cross-district

#4 · Nagpurcell 4840000326

distance 0.239 · cross-district

#5 · Chandrapurcell 4730006029

distance 0.247

#6 · Chandrapurcell 4730006257

distance 0.252

#7 · Chandrapurcell 4730007055

distance 0.257

#8 · Nagpurcell 4840001964

distance 0.265 · cross-district

#9 · Chandrapurcell 4730005798

distance 0.267

#10 · Nagpurcell 4840001697

distance 0.27 · cross-district

#11 · Nagpurcell 4840006992

distance 0.27 · cross-district

#12 · Chandrapurcell 4730005685

distance 0.271

#13 · Nagpurcell 4840001868

distance 0.271 · cross-district

#14 · Chandrapurcell 4730006249

distance 0.271

#15 · Chandrapurcell 4730005474

distance 0.272

#16 · Nagpurcell 4840006622

distance 0.273 · cross-district

#17 · Bhandaracell 4710001622

distance 0.274 · cross-district

#18 · Chandrapurcell 4730006250

distance 0.276

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":4730005913}}}'

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.