Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002576

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.549

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005513

distance 0.549 · cross-district

#2 · Jalgaoncell 4780005208

distance 0.557 · cross-district

#3 · Yavatmalcell 5000005815

distance 0.563 · cross-district

#4 · Nagpurcell 4840004489

distance 0.564 · cross-district

#5 · Parbhanicell 4890002849

distance 0.566 · cross-district

#6 · Chandrapurcell 4730003047

distance 0.567

#7 · Parbhanicell 4890003012

distance 0.576 · cross-district

#8 · Jalgaoncell 4780005337

distance 0.59 · cross-district

#9 · Akolacell 4670002230

distance 0.611 · cross-district

#10 · Nagpurcell 4840004280

distance 0.616 · cross-district

#11 · Solapurcell 4960004603

distance 0.643 · cross-district

#12 · Amravaticell 4680004951

distance 0.653 · cross-district

#13 · Solapurcell 4960005512

distance 0.656 · cross-district

#14 · Amravaticell 4680006434

distance 0.664 · cross-district

#15 · Akolacell 4670001844

distance 0.666 · cross-district

#16 · Nagpurcell 4840004384

distance 0.667 · cross-district

#17 · Chandrapurcell 4730003537

distance 0.673

#18 · Amravaticell 4680002382

distance 0.676 · 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":4730002576}}}'

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.