Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004003

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870010330

distance 0.264 · cross-district

#2 · Washimcell 4990002942

distance 0.282 · cross-district

#3 · Laturcell 4810001740

distance 0.306 · cross-district

#4 · Nandedcell 4850004874

distance 0.312

#5 · Nandedcell 4850004810

distance 0.32

#6 · Nandedcell 4850004071

distance 0.328

#7 · Laturcell 4810001568

distance 0.331 · cross-district

#8 · Sataracell 4940005209

distance 0.332 · cross-district

#9 · Jalgaoncell 4780006530

distance 0.337 · cross-district

#10 · Solapurcell 4960010978

distance 0.338 · cross-district

#11 · Sataracell 4940006384

distance 0.342 · cross-district

#12 · Jalgaoncell 4780006526

distance 0.343 · cross-district

#13 · Sataracell 4940004571

distance 0.35 · cross-district

#14 · Beedcell 4700008724

distance 0.351 · cross-district

#15 · Nandedcell 4850004414

distance 0.352

#16 · Laturcell 4810003394

distance 0.355 · cross-district

#17 · Nandedcell 4850004590

distance 0.356

#18 · Ahmednagarcell 4660004252

distance 0.358 · 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":4850004003}}}'

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.