Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006030

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007830

distance 0.19 · cross-district

#2 · Chandrapurcell 4730006028

distance 0.208

#3 · Yavatmalcell 5000006349

distance 0.218 · cross-district

#4 · Chandrapurcell 4730006136

distance 0.222

#5 · Yavatmalcell 5000006524

distance 0.227 · cross-district

#6 · Nagpurcell 4840004940

distance 0.227 · cross-district

#7 · Chandrapurcell 4730008777

distance 0.23

#8 · Nagpurcell 4840002330

distance 0.232 · cross-district

#9 · Bhandaracell 4710001610

distance 0.236 · cross-district

#10 · Nagpurcell 4840003554

distance 0.238 · cross-district

#11 · Amravaticell 4680004713

distance 0.242 · cross-district

#12 · Nagpurcell 4840003368

distance 0.244 · cross-district

#13 · Bhandaracell 4710000992

distance 0.245 · cross-district

#14 · Yavatmalcell 5000007376

distance 0.245 · cross-district

#15 · Yavatmalcell 5000007021

distance 0.246 · cross-district

#16 · Nagpurcell 4840000651

distance 0.247 · cross-district

#17 · Chandrapurcell 4730006031

distance 0.247

#18 · Bhandaracell 4710001613

distance 0.248 · 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":4730006030}}}'

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.