Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004306

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004992

distance 0.135

#2 · Amravaticell 4680003233

distance 0.145

#3 · Amravaticell 4680003915

distance 0.159

#4 · Amravaticell 4680003430

distance 0.161

#5 · Parbhanicell 4890005055

distance 0.176 · cross-district

#6 · Akolacell 4670004436

distance 0.178 · cross-district

#7 · Amravaticell 4680003141

distance 0.178

#8 · Nagpurcell 4840007126

distance 0.179 · cross-district

#9 · Akolacell 4670004245

distance 0.179 · cross-district

#10 · Buldhanacell 4720007837

distance 0.18 · cross-district

#11 · Akolacell 4670003982

distance 0.189 · cross-district

#12 · Akolacell 4670004243

distance 0.197 · cross-district

#13 · Hingolicell 4770002349

distance 0.199 · cross-district

#14 · Amravaticell 4680005512

distance 0.199

#15 · Amravaticell 4680002138

distance 0.2

#16 · Akolacell 4670003178

distance 0.201 · cross-district

#17 · Nagpurcell 4840006501

distance 0.202 · cross-district

#18 · Akolacell 4670004085

distance 0.202 · 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":4680004306}}}'

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.