Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008717

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008566

distance 0.208

#2 · Yavatmalcell 5000001476

distance 0.259 · cross-district

#3 · Nandedcell 4850008674

distance 0.269

#4 · Nandedcell 4850008945

distance 0.287

#5 · Dharashivcell 4880004267

distance 0.287 · cross-district

#6 · Nandedcell 4850002410

distance 0.288

#7 · Yavatmalcell 5000000945

distance 0.292 · cross-district

#8 · Jalgaoncell 4780001318

distance 0.298 · cross-district

#9 · Nandedcell 4850002686

distance 0.305

#10 · Jalnacell 4790002464

distance 0.308 · cross-district

#11 · Beedcell 4700003613

distance 0.308 · cross-district

#12 · Washimcell 4990002010

distance 0.309 · cross-district

#13 · Akolacell 4670000027

distance 0.314 · cross-district

#14 · Beedcell 4700007184

distance 0.314 · cross-district

#15 · Jalnacell 4790001885

distance 0.316 · cross-district

#16 · Nandedcell 4850007553

distance 0.319

#17 · Ahmednagarcell 4660006700

distance 0.32 · cross-district

#18 · Yavatmalcell 5000001598

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":4850008717}}}'

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.