Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010503

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010414

distance 0.222

#2 · Amravaticell 4680010504

distance 0.224

#3 · Amravaticell 4680010461

distance 0.252

#4 · Amravaticell 4680010462

distance 0.255

#5 · Sataracell 4940001041

distance 0.278 · cross-district

#6 · Amravaticell 4680006636

distance 0.278

#7 · Dharashivcell 4880000906

distance 0.282 · cross-district

#8 · Amravaticell 4680005997

distance 0.285

#9 · Amravaticell 4680002071

distance 0.285

#10 · Amravaticell 4680006270

distance 0.286

#11 · Sataracell 4940001090

distance 0.288 · cross-district

#12 · Jalgaoncell 4780005474

distance 0.289 · cross-district

#13 · Akolacell 4670003310

distance 0.291 · cross-district

#14 · Hingolicell 4770000835

distance 0.292 · cross-district

#15 · Amravaticell 4680005730

distance 0.292

#16 · Hingolicell 4770001263

distance 0.292 · cross-district

#17 · Amravaticell 4680009820

distance 0.293

#18 · Nandedcell 4850007122

distance 0.294 · 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":4680010503}}}'

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.