Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003849

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

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003557

distance 0.251

#2 · Nandedcell 4850003477

distance 0.251

#3 · Jalgaoncell 4780007670

distance 0.253 · cross-district

#4 · Nandedcell 4850002934

distance 0.255

#5 · Ahmednagarcell 4660000788

distance 0.264 · cross-district

#6 · Jalgaoncell 4780008065

distance 0.268 · cross-district

#7 · Nandedcell 4850003207

distance 0.27

#8 · Washimcell 4990000538

distance 0.27 · cross-district

#9 · Nandedcell 4850003019

distance 0.274

#10 · Nandedcell 4850000031

distance 0.275

#11 · Ahmednagarcell 4660002072

distance 0.277 · cross-district

#12 · Nandedcell 4850000002

distance 0.277

#13 · Hingolicell 4770001147

distance 0.277 · cross-district

#14 · Nashikcell 4870005281

distance 0.281 · cross-district

#15 · Ahmednagarcell 4660002766

distance 0.283 · cross-district

#16 · Nandedcell 4850004630

distance 0.286

#17 · Ahmednagarcell 4660013508

distance 0.287 · cross-district

#18 · Ahmednagarcell 4660012486

distance 0.289 · 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":4850003849}}}'

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.