Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680000799

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670003633

distance 0.172 · cross-district

#2 · Amravaticell 4680005751

distance 0.197

#3 · Akolacell 4670002582

distance 0.199 · cross-district

#4 · Chandrapurcell 4730003516

distance 0.2 · cross-district

#5 · Amravaticell 4680007362

distance 0.201

#6 · Akolacell 4670004376

distance 0.204 · cross-district

#7 · Amravaticell 4680002263

distance 0.205

#8 · Akolacell 4670000700

distance 0.206 · cross-district

#9 · Buldhanacell 4720006043

distance 0.211 · cross-district

#10 · Akolacell 4670004006

distance 0.216 · cross-district

#11 · Dharashivcell 4880003538

distance 0.219 · cross-district

#12 · Ahmednagarcell 4660000712

distance 0.219 · cross-district

#13 · Chandrapurcell 4730004123

distance 0.221 · cross-district

#14 · Buldhanacell 4720005160

distance 0.222 · cross-district

#15 · Washimcell 4990000819

distance 0.224 · cross-district

#16 · Beedcell 4700004150

distance 0.224 · cross-district

#17 · Jalnacell 4790006607

distance 0.225 · cross-district

#18 · Buldhanacell 4720005425

distance 0.226 · 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":4680000799}}}'

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.