Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004397

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003629

distance 0.128

#2 · Amravaticell 4680004221

distance 0.138

#3 · Buldhanacell 4720006960

distance 0.151 · cross-district

#4 · Akolacell 4670003523

distance 0.156 · cross-district

#5 · Amravaticell 4680002668

distance 0.156

#6 · Akolacell 4670002853

distance 0.158 · cross-district

#7 · Amravaticell 4680000533

distance 0.159

#8 · Parbhanicell 4890004455

distance 0.165 · cross-district

#9 · Amravaticell 4680003346

distance 0.17

#10 · Buldhanacell 4720007620

distance 0.171 · cross-district

#11 · Buldhanacell 4720005867

distance 0.173 · cross-district

#12 · Akolacell 4670002501

distance 0.173 · cross-district

#13 · Buldhanacell 4720007715

distance 0.175 · cross-district

#14 · Amravaticell 4680000864

distance 0.177

#15 · Buldhanacell 4720005988

distance 0.181 · cross-district

#16 · Buldhanacell 4720007632

distance 0.183 · cross-district

#17 · Buldhanacell 4720007720

distance 0.183 · cross-district

#18 · Amravaticell 4680002542

distance 0.184

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":4680004397}}}'

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.