Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680006576

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005891

distance 0.199

#2 · Amravaticell 4680006872

distance 0.212

#3 · Nagpurcell 4840006895

distance 0.215 · cross-district

#4 · Buldhanacell 4720008077

distance 0.249 · cross-district

#5 · Washimcell 4990000028

distance 0.253 · cross-district

#6 · Amravaticell 4680006717

distance 0.253

#7 · Ahmednagarcell 4660004455

distance 0.257 · cross-district

#8 · Sanglicell 4930007122

distance 0.265 · cross-district

#9 · Amravaticell 4680002927

distance 0.267

#10 · Dharashivcell 4880003308

distance 0.268 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005958

distance 0.271 · cross-district

#12 · Chandrapurcell 4730001459

distance 0.273 · cross-district

#13 · Ahmednagarcell 4660001327

distance 0.28 · cross-district

#14 · Ahmednagarcell 4660002961

distance 0.281 · cross-district

#15 · Chandrapurcell 4730008007

distance 0.282 · cross-district

#16 · Solapurcell 4960005091

distance 0.284 · cross-district

#17 · Solapurcell 4960008572

distance 0.285 · cross-district

#18 · Ahmednagarcell 4660002143

distance 0.287 · 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":4680006576}}}'

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.