Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003044

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003457

distance 0.276

#2 · Amravaticell 4680002783

distance 0.322 · cross-district

#3 · Chandrapurcell 4730003456

distance 0.329

#4 · Chandrapurcell 4730002448

distance 0.334

#5 · Chandrapurcell 4730008105

distance 0.347

#6 · Chandrapurcell 4730004321

distance 0.354

#7 · Nagpurcell 4840003297

distance 0.354 · cross-district

#8 · Solapurcell 4960011260

distance 0.376 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.377 · cross-district

#10 · Chandrapurcell 4730003538

distance 0.387

#11 · Nandedcell 4850005417

distance 0.389 · cross-district

#12 · Jalgaoncell 4780005744

distance 0.403 · cross-district

#13 · Amravaticell 4680002686

distance 0.406 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002894

distance 0.409 · cross-district

#15 · Amravaticell 4680002688

distance 0.416 · cross-district

#16 · Gadchirolicell 4750009010

distance 0.417 · cross-district

#17 · Kolhapurcell 4800004019

distance 0.418 · cross-district

#18 · Chandrapurcell 4730002976

distance 0.424

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":4730003044}}}'

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.