Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002591

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001876

distance 0.24

#2 · Yavatmalcell 5000003957

distance 0.243 · cross-district

#3 · Chandrapurcell 4730003486

distance 0.246

#4 · Chandrapurcell 4730002329

distance 0.248

#5 · Yavatmalcell 5000005946

distance 0.252 · cross-district

#6 · Yavatmalcell 5000003420

distance 0.253 · cross-district

#7 · Yavatmalcell 5000003960

distance 0.254 · cross-district

#8 · Chandrapurcell 4730002263

distance 0.256

#9 · Yavatmalcell 5000006890

distance 0.26 · cross-district

#10 · Chandrapurcell 4730000347

distance 0.263

#11 · Chandrapurcell 4730001239

distance 0.267

#12 · Nagpurcell 4840001910

distance 0.267 · cross-district

#13 · Yavatmalcell 5000004486

distance 0.271 · cross-district

#14 · Nagpurcell 4840007010

distance 0.272 · cross-district

#15 · Parbhanicell 4890001697

distance 0.273 · cross-district

#16 · Amravaticell 4680006895

distance 0.273 · cross-district

#17 · Nagpurcell 4840006011

distance 0.278 · cross-district

#18 · Chandrapurcell 4730002858

distance 0.279

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":4730002591}}}'

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.