Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003715

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001166

distance 0.257

#2 · Nandedcell 4850002931

distance 0.267

#3 · Beedcell 4700003630

distance 0.285 · cross-district

#4 · Nandedcell 4850003700

distance 0.286

#5 · Ahmednagarcell 4660012152

distance 0.289 · cross-district

#6 · Jalgaoncell 4780003619

distance 0.29 · cross-district

#7 · Ahmednagarcell 4660007336

distance 0.291 · cross-district

#8 · Ahmednagarcell 4660014441

distance 0.292 · cross-district

#9 · Chandrapurcell 4730001553

distance 0.293 · cross-district

#10 · Nandedcell 4850003917

distance 0.308

#11 · Washimcell 4990001575

distance 0.31 · cross-district

#12 · Nandedcell 4850006677

distance 0.312

#13 · Nandedcell 4850001962

distance 0.312

#14 · Ahmednagarcell 4660007189

distance 0.312 · cross-district

#15 · Nandedcell 4850003935

distance 0.319

#16 · Sataracell 4940008028

distance 0.319 · cross-district

#17 · Beedcell 4700003800

distance 0.319 · cross-district

#18 · Dharashivcell 4880000990

distance 0.32 · 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":4850003715}}}'

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.