Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002896

The MH-36 locality cells most similar to this Nanded 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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001375

distance 0.248

#2 · Nandedcell 4850002805

distance 0.251

#3 · Nandedcell 4850001197

distance 0.261

#4 · Nandedcell 4850003766

distance 0.271

#5 · Laturcell 4810001596

distance 0.275 · cross-district

#6 · Beedcell 4700001479

distance 0.275 · cross-district

#7 · Nandedcell 4850002200

distance 0.276

#8 · Nandedcell 4850002717

distance 0.277

#9 · Laturcell 4810000908

distance 0.277 · cross-district

#10 · Beedcell 4700008792

distance 0.277 · cross-district

#11 · Jalnacell 4790000358

distance 0.278 · cross-district

#12 · Jalgaoncell 4780008391

distance 0.278 · cross-district

#13 · Ahmednagarcell 4660009575

distance 0.28 · cross-district

#14 · Nandedcell 4850002438

distance 0.281

#15 · Beedcell 4700007223

distance 0.282 · cross-district

#16 · Beedcell 4700001178

distance 0.283 · cross-district

#17 · Jalgaoncell 4780008386

distance 0.284 · cross-district

#18 · Jalgaoncell 4780003815

distance 0.285 · 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":485,"cluster_id":4850002896}}}'

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.