Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003384

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000096

distance 0.286

#2 · Punecell 4900003899

distance 0.294 · cross-district

#3 · Jalgaoncell 4780009399

distance 0.298 · cross-district

#4 · Nandedcell 4850003622

distance 0.3

#5 · Jalgaoncell 4780005084

distance 0.306 · cross-district

#6 · Ahmednagarcell 4660014148

distance 0.311 · cross-district

#7 · Solapurcell 4960000095

distance 0.312 · cross-district

#8 · Nandedcell 4850000267

distance 0.315

#9 · Jalgaoncell 4780005732

distance 0.317 · cross-district

#10 · Ahmednagarcell 4660010399

distance 0.318 · cross-district

#11 · Akolacell 4670003347

distance 0.32 · cross-district

#12 · Nashikcell 4870004831

distance 0.321 · cross-district

#13 · Ahmednagarcell 4660003801

distance 0.323 · cross-district

#14 · Chandrapurcell 4730002384

distance 0.333 · cross-district

#15 · Chandrapurcell 4730001461

distance 0.334 · cross-district

#16 · Ahmednagarcell 4660013428

distance 0.334 · cross-district

#17 · Chandrapurcell 4730003531

distance 0.336 · cross-district

#18 · Akolacell 4670002088

distance 0.337 · 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":4850003384}}}'

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.