Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009213

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001645

distance 0.211 · cross-district

#2 · Amravaticell 4680009205

distance 0.215

#3 · Amravaticell 4680008943

distance 0.218

#4 · Bhandaracell 4710001807

distance 0.218 · cross-district

#5 · Nagpurcell 4840002101

distance 0.222 · cross-district

#6 · Bhandaracell 4710002893

distance 0.225 · cross-district

#7 · Nagpurcell 4840001817

distance 0.231 · cross-district

#8 · Nagpurcell 4840002376

distance 0.239 · cross-district

#9 · Amravaticell 4680008567

distance 0.244

#10 · Bhandaracell 4710001749

distance 0.244 · cross-district

#11 · Jalgaoncell 4780004055

distance 0.246 · cross-district

#12 · Parbhanicell 4890005054

distance 0.247 · cross-district

#13 · Nagpurcell 4840002001

distance 0.247 · cross-district

#14 · Bhandaracell 4710001745

distance 0.248 · cross-district

#15 · Nagpurcell 4840003708

distance 0.248 · cross-district

#16 · Amravaticell 4680008341

distance 0.249

#17 · Bhandaracell 4710001416

distance 0.251 · cross-district

#18 · Amravaticell 4680008450

distance 0.254

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":4680009213}}}'

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.