Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000873

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000023

distance 0.191 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003274

distance 0.193 · cross-district

#3 · Jalgaoncell 4780007440

distance 0.196 · cross-district

#4 · Nandedcell 4850002573

distance 0.198

#5 · Ahmednagarcell 4660000109

distance 0.2 · cross-district

#6 · Ahmednagarcell 4660000760

distance 0.2 · cross-district

#7 · Sanglicell 4930002397

distance 0.2 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002428

distance 0.201 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001487

distance 0.201 · cross-district

#10 · Nandedcell 4850002830

distance 0.202

#11 · Jalgaoncell 4780007472

distance 0.203 · cross-district

#12 · Jalgaoncell 4780005584

distance 0.203 · cross-district

#13 · Solapurcell 4960012257

distance 0.203 · cross-district

#14 · Ahmednagarcell 4660000174

distance 0.203 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002132

distance 0.204 · cross-district

#16 · Jalgaoncell 4780007715

distance 0.204 · cross-district

#17 · Dharashivcell 4880004565

distance 0.204 · cross-district

#18 · Jalgaoncell 4780007835

distance 0.205 · 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":4850000873}}}'

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.