Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009015

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980005249

distance 0.148 · cross-district

#2 · Amravaticell 4680003404

distance 0.148 · cross-district

#3 · Yavatmalcell 5000011409

distance 0.149 · cross-district

#4 · Wardhacell 4980004501

distance 0.155 · cross-district

#5 · Nandedcell 4850009018

distance 0.155

#6 · Yavatmalcell 5000006334

distance 0.173 · cross-district

#7 · Amravaticell 4680003308

distance 0.177 · cross-district

#8 · Yavatmalcell 5000005590

distance 0.187 · cross-district

#9 · Wardhacell 4980004694

distance 0.191 · cross-district

#10 · Yavatmalcell 5000004717

distance 0.196 · cross-district

#11 · Yavatmalcell 5000010712

distance 0.203 · cross-district

#12 · Wardhacell 4980003719

distance 0.208 · cross-district

#13 · Yavatmalcell 5000011481

distance 0.211 · cross-district

#14 · Jalgaoncell 4780001408

distance 0.22 · cross-district

#15 · Jalgaoncell 4780002052

distance 0.228 · cross-district

#16 · Yavatmalcell 5000011161

distance 0.236 · cross-district

#17 · Amravaticell 4680001883

distance 0.239 · cross-district

#18 · Nagpurcell 4840004019

distance 0.24 · 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":4850009015}}}'

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.