Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004231

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004130

distance 0.138

#2 · Amravaticell 4680004328

distance 0.148

#3 · Amravaticell 4680004235

distance 0.174

#4 · Amravaticell 4680004329

distance 0.189

#5 · Nagpurcell 4840007435

distance 0.213 · cross-district

#6 · Amravaticell 4680004236

distance 0.225

#7 · Amravaticell 4680003454

distance 0.226

#8 · Nagpurcell 4840007933

distance 0.237 · cross-district

#9 · Amravaticell 4680005333

distance 0.238

#10 · Amravaticell 4680004427

distance 0.239

#11 · Amravaticell 4680007017

distance 0.246

#12 · Amravaticell 4680002667

distance 0.247

#13 · Amravaticell 4680007171

distance 0.248

#14 · Gadchirolicell 4750009774

distance 0.249 · cross-district

#15 · Nagpurcell 4840007132

distance 0.25 · cross-district

#16 · Akolacell 4670004270

distance 0.252 · cross-district

#17 · Amravaticell 4680004232

distance 0.253

#18 · Akolacell 4670004642

distance 0.256 · 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":4680004231}}}'

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.