Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001225

The MH-36 locality cells most similar to this Hingoli 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007227

distance 0.314 · cross-district

#2 · Sataracell 4940001189

distance 0.33 · cross-district

#3 · Nandedcell 4850006971

distance 0.335 · cross-district

#4 · Jalgaoncell 4780004615

distance 0.339 · cross-district

#5 · Sataracell 4940005694

distance 0.354 · cross-district

#6 · Gondiacell 4760001921

distance 0.357 · cross-district

#7 · Sataracell 4940001188

distance 0.365 · cross-district

#8 · Akolacell 4670004352

distance 0.372 · cross-district

#9 · Punecell 4900005390

distance 0.378 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001461

distance 0.379 · cross-district

#11 · Hingolicell 4770001737

distance 0.38

#12 · Hingolicell 4770002435

distance 0.38

#13 · Hingolicell 4770000832

distance 0.38

#14 · Amravaticell 4680005489

distance 0.382 · cross-district

#15 · Hingolicell 4770002949

distance 0.384

#16 · Nagpurcell 4840006895

distance 0.384 · cross-district

#17 · Buldhanacell 4720004410

distance 0.385 · cross-district

#18 · Nagpurcell 4840006919

distance 0.386 · 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":477,"cluster_id":4770001225}}}'

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.