Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002242

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002146

distance 0.26

#2 · Akolacell 4670000242

distance 0.262 · cross-district

#3 · Nagpurcell 4840001366

distance 0.265 · cross-district

#4 · Amravaticell 4680000794

distance 0.268 · cross-district

#5 · Nagpurcell 4840001994

distance 0.269 · cross-district

#6 · Nagpurcell 4840001448

distance 0.275 · cross-district

#7 · Jalgaoncell 4780003827

distance 0.276 · cross-district

#8 · Nagpurcell 4840000690

distance 0.276 · cross-district

#9 · Amravaticell 4680000070

distance 0.285 · cross-district

#10 · Washimcell 4990000688

distance 0.288 · cross-district

#11 · Washimcell 4990000772

distance 0.288 · cross-district

#12 · Washimcell 4990003823

distance 0.289 · cross-district

#13 · Chandrapurcell 4730004423

distance 0.295

#14 · Washimcell 4990001541

distance 0.297 · cross-district

#15 · Nagpurcell 4840001455

distance 0.297 · cross-district

#16 · Nandedcell 4850007397

distance 0.299 · cross-district

#17 · Parbhanicell 4890001953

distance 0.299 · cross-district

#18 · Nagpurcell 4840001803

distance 0.307 · 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":4730002242}}}'

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.