Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003115

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005061

distance 0.339 · cross-district

#2 · Nagpurcell 4840003963

distance 0.369 · cross-district

#3 · Washimcell 4990003026

distance 0.371 · cross-district

#4 · Kolhapurcell 4800004172

distance 0.394 · cross-district

#5 · Jalnacell 4790004049

distance 0.4 · cross-district

#6 · Akolacell 4670001917

distance 0.409 · cross-district

#7 · Nagpurcell 4840003373

distance 0.415 · cross-district

#8 · Amravaticell 4680002058

distance 0.419 · cross-district

#9 · Chandrapurcell 4730002512

distance 0.419

#10 · Nagpurcell 4840003664

distance 0.426 · cross-district

#11 · Jalnacell 4790003963

distance 0.428 · cross-district

#12 · Solapurcell 4960004448

distance 0.441 · cross-district

#13 · Nagpurcell 4840006721

distance 0.445 · cross-district

#14 · Amravaticell 4680002061

distance 0.449 · cross-district

#15 · Nagpurcell 4840004393

distance 0.45 · cross-district

#16 · Beedcell 4700008498

distance 0.452 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002802

distance 0.454 · cross-district

#18 · Amravaticell 4680006771

distance 0.456 · 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":4730003115}}}'

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.