Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004336

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004807

distance 0.228

#2 · Amravaticell 4680004713

distance 0.228

#3 · Amravaticell 4680006004

distance 0.231

#4 · Amravaticell 4680004146

distance 0.234

#5 · Amravaticell 4680006140

distance 0.235

#6 · Amravaticell 4680004325

distance 0.256

#7 · Amravaticell 4680005233

distance 0.259

#8 · Amravaticell 4680004227

distance 0.265

#9 · Amravaticell 4680005234

distance 0.266

#10 · Amravaticell 4680006869

distance 0.282

#11 · Amravaticell 4680004431

distance 0.282

#12 · Amravaticell 4680005741

distance 0.286

#13 · Chandrapurcell 4730006030

distance 0.288 · cross-district

#14 · Amravaticell 4680004612

distance 0.292

#15 · Amravaticell 4680007340

distance 0.297

#16 · Amravaticell 4680005119

distance 0.3

#17 · Amravaticell 4680006412

distance 0.3

#18 · Akolacell 4670004306

distance 0.303 · 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":4680004336}}}'

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.