Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003442

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003366

distance 0.211

#2 · Chandrapurcell 4730003518

distance 0.219

#3 · Chandrapurcell 4730003747

distance 0.222

#4 · Chandrapurcell 4730003850

distance 0.234

#5 · Chandrapurcell 4730002814

distance 0.237

#6 · Chandrapurcell 4730003434

distance 0.253

#7 · Chandrapurcell 4730004125

distance 0.255

#8 · Chandrapurcell 4730003595

distance 0.276

#9 · Amravaticell 4680001026

distance 0.277 · cross-district

#10 · Wardhacell 4980001007

distance 0.28 · cross-district

#11 · Gadchirolicell 4750007895

distance 0.286 · cross-district

#12 · Akolacell 4670002123

distance 0.287 · cross-district

#13 · Wardhacell 4980001071

distance 0.287 · cross-district

#14 · Chandrapurcell 4730003671

distance 0.292

#15 · Chhatrapati Sambhajinagarcell 4690001785

distance 0.297 · cross-district

#16 · Dharashivcell 4880000758

distance 0.298 · cross-district

#17 · Washimcell 4990000380

distance 0.298 · cross-district

#18 · Gondiacell 4760002359

distance 0.3 · 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":4730003442}}}'

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.