Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004232

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004618

distance 0.193

#2 · Amravaticell 4680005008

distance 0.199

#3 · Amravaticell 4680003455

distance 0.215

#4 · Amravaticell 4680004324

distance 0.215

#5 · Amravaticell 4680004130

distance 0.22

#6 · Amravaticell 4680004525

distance 0.224

#7 · Amravaticell 4680004812

distance 0.229

#8 · Nagpurcell 4840006474

distance 0.23 · cross-district

#9 · Amravaticell 4680004997

distance 0.234

#10 · Amravaticell 4680004624

distance 0.236

#11 · Amravaticell 4680004321

distance 0.239

#12 · Amravaticell 4680005002

distance 0.241

#13 · Nagpurcell 4840002338

distance 0.243 · cross-district

#14 · Nagpurcell 4840006259

distance 0.244 · cross-district

#15 · Nagpurcell 4840007134

distance 0.244 · cross-district

#16 · Amravaticell 4680005862

distance 0.247

#17 · Nagpurcell 4840006926

distance 0.249 · cross-district

#18 · Nagpurcell 4840006928

distance 0.249 · 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":4680004232}}}'

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.