Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010472

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010510

distance 0.093

#2 · Amravaticell 4680010474

distance 0.102

#3 · Amravaticell 4680010512

distance 0.122

#4 · Amravaticell 4680010507

distance 0.153

#5 · Amravaticell 4680010556

distance 0.155

#6 · Amravaticell 4680010154

distance 0.163

#7 · Amravaticell 4680010473

distance 0.166

#8 · Amravaticell 4680010558

distance 0.17

#9 · Amravaticell 4680010576

distance 0.197

#10 · Amravaticell 4680010575

distance 0.198

#11 · Amravaticell 4680010471

distance 0.199

#12 · Amravaticell 4680010602

distance 0.212

#13 · Amravaticell 4680010267

distance 0.215

#14 · Amravaticell 4680010560

distance 0.217

#15 · Amravaticell 4680010574

distance 0.229

#16 · Amravaticell 4680010508

distance 0.243

#17 · Amravaticell 4680010516

distance 0.244

#18 · Amravaticell 4680010583

distance 0.246

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":4680010472}}}'

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.