Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004485

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004200

distance 0.088

#2 · Nandedcell 4850004413

distance 0.156

#3 · Laturcell 4810003071

distance 0.229 · cross-district

#4 · Nandedcell 4850004284

distance 0.234

#5 · Parbhanicell 4890003077

distance 0.264 · cross-district

#6 · Laturcell 4810002969

distance 0.267 · cross-district

#7 · Ahmednagarcell 4660008059

distance 0.273 · cross-district

#8 · Parbhanicell 4890003002

distance 0.277 · cross-district

#9 · Laturcell 4810002907

distance 0.289 · cross-district

#10 · Akolacell 4670001945

distance 0.29 · cross-district

#11 · Dharashivcell 4880000070

distance 0.291 · cross-district

#12 · Ahmednagarcell 4660003745

distance 0.294 · cross-district

#13 · Jalgaoncell 4780006376

distance 0.296 · cross-district

#14 · Kolhapurcell 4800004632

distance 0.298 · cross-district

#15 · Jalgaoncell 4780007253

distance 0.3 · cross-district

#16 · Kolhapurcell 4800000734

distance 0.302 · cross-district

#17 · Nandedcell 4850004623

distance 0.303

#18 · Laturcell 4810001737

distance 0.304 · 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":4850004485}}}'

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.