Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004229

The MH-36 locality cells most similar to this Amravati 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 12 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005244

distance 0.236

#2 · Amravaticell 4680004724

distance 0.245

#3 · Nagpurcell 4840005440

distance 0.27 · cross-district

#4 · Amravaticell 4680004596

distance 0.273

#5 · Amravaticell 4680004302

distance 0.289

#6 · Washimcell 4990004321

distance 0.296 · cross-district

#7 · Yavatmalcell 5000006893

distance 0.313 · cross-district

#8 · Jalgaoncell 4780005178

distance 0.319 · cross-district

#9 · Akolacell 4670004578

distance 0.325 · cross-district

#10 · Amravaticell 4680000146

distance 0.329

#11 · Ahmednagarcell 4660014152

distance 0.33 · cross-district

#12 · Hingolicell 4770000153

distance 0.334 · cross-district

#13 · Buldhanacell 4720006741

distance 0.336 · cross-district

#14 · Parbhanicell 4890003960

distance 0.338 · cross-district

#15 · Gadchirolicell 4750007312

distance 0.34 · cross-district

#16 · Chandrapurcell 4730006385

distance 0.346 · cross-district

#17 · Parbhanicell 4890004358

distance 0.353 · cross-district

#18 · Akolacell 4670000310

distance 0.354 · 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":468,"cluster_id":4680004229}}}'

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.