Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002971

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990004436

distance 0.118 · cross-district

#2 · Amravaticell 4680002153

distance 0.119

#3 · Buldhanacell 4720007534

distance 0.13 · cross-district

#4 · Buldhanacell 4720007826

distance 0.131 · cross-district

#5 · Amravaticell 4680003348

distance 0.131

#6 · Amravaticell 4680003653

distance 0.132

#7 · Buldhanacell 4720007809

distance 0.137 · cross-district

#8 · Buldhanacell 4720007909

distance 0.14 · cross-district

#9 · Buldhanacell 4720007410

distance 0.141 · cross-district

#10 · Amravaticell 4680003448

distance 0.142

#11 · Buldhanacell 4720007027

distance 0.143 · cross-district

#12 · Buldhanacell 4720006965

distance 0.143 · cross-district

#13 · Amravaticell 4680004630

distance 0.144

#14 · Amravaticell 4680003250

distance 0.144

#15 · Buldhanacell 4720006890

distance 0.144 · cross-district

#16 · Buldhanacell 4720007645

distance 0.145 · cross-district

#17 · Buldhanacell 4720007760

distance 0.147 · cross-district

#18 · Buldhanacell 4720008030

distance 0.147 · 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":4680002971}}}'

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.