Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009001

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004536

distance 0.159 · cross-district

#2 · Yavatmalcell 5000005878

distance 0.184 · cross-district

#3 · Nandedcell 4850009002

distance 0.187

#4 · Wardhacell 4980001285

distance 0.195 · cross-district

#5 · Amravaticell 4680001477

distance 0.2 · cross-district

#6 · Yavatmalcell 5000011023

distance 0.208 · cross-district

#7 · Yavatmalcell 5000004741

distance 0.213 · cross-district

#8 · Yavatmalcell 5000003296

distance 0.214 · cross-district

#9 · Yavatmalcell 5000009865

distance 0.215 · cross-district

#10 · Yavatmalcell 5000004000

distance 0.216 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000089

distance 0.217 · cross-district

#12 · Wardhacell 4980000995

distance 0.218 · cross-district

#13 · Amravaticell 4680005176

distance 0.22 · cross-district

#14 · Chandrapurcell 4730008312

distance 0.221 · cross-district

#15 · Wardhacell 4980000905

distance 0.224 · cross-district

#16 · Amravaticell 4680005408

distance 0.226 · cross-district

#17 · Jalgaoncell 4780005961

distance 0.227 · cross-district

#18 · Nagpurcell 4840003948

distance 0.229 · 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":4850009001}}}'

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.