Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008905

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008904

distance 0.227

#2 · Amravaticell 4680009664

distance 0.254 · cross-district

#3 · Nandedcell 4850008518

distance 0.255

#4 · Nandedcell 4850008725

distance 0.26

#5 · Nandedcell 4850007948

distance 0.262

#6 · Nagpurcell 4840007060

distance 0.272 · cross-district

#7 · Beedcell 4700008838

distance 0.273 · cross-district

#8 · Yavatmalcell 5000000759

distance 0.273 · cross-district

#9 · Parbhanicell 4890000436

distance 0.275 · cross-district

#10 · Parbhanicell 4890002714

distance 0.276 · cross-district

#11 · Nandedcell 4850008608

distance 0.277

#12 · Sanglicell 4930001212

distance 0.278 · cross-district

#13 · Beedcell 4700008637

distance 0.279 · cross-district

#14 · Jalgaoncell 4780000466

distance 0.284 · cross-district

#15 · Beedcell 4700000425

distance 0.285 · cross-district

#16 · Ahmednagarcell 4660001123

distance 0.286 · cross-district

#17 · Beedcell 4700004466

distance 0.286 · cross-district

#18 · Ahmednagarcell 4660001214

distance 0.287 · 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":4850008905}}}'

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.