Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004459

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004460

distance 0.132

#2 · Amravaticell 4680003277

distance 0.157

#3 · Amravaticell 4680004736

distance 0.175

#4 · Amravaticell 4680003669

distance 0.175

#5 · Akolacell 4670003974

distance 0.183 · cross-district

#6 · Amravaticell 4680004704

distance 0.187

#7 · Amravaticell 4680005144

distance 0.19

#8 · Amravaticell 4680003574

distance 0.191

#9 · Akolacell 4670004244

distance 0.193 · cross-district

#10 · Akolacell 4670004307

distance 0.196 · cross-district

#11 · Amravaticell 4680003140

distance 0.197

#12 · Amravaticell 4680005041

distance 0.199

#13 · Amravaticell 4680001152

distance 0.199

#14 · Ahmednagarcell 4660000879

distance 0.2 · cross-district

#15 · Amravaticell 4680004534

distance 0.201

#16 · Amravaticell 4680004888

distance 0.201

#17 · Hingolicell 4770003572

distance 0.202 · cross-district

#18 · Amravaticell 4680005913

distance 0.202

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":4680004459}}}'

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.