Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004302

The MH-36 locality cells most similar to this Parbhani 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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000747

distance 0.232 · cross-district

#2 · Buldhanacell 4720004512

distance 0.26 · cross-district

#3 · Buldhanacell 4720006096

distance 0.278 · cross-district

#4 · Jalnacell 4790006449

distance 0.325 · cross-district

#5 · Nagpurcell 4840005161

distance 0.327 · cross-district

#6 · Buldhanacell 4720005937

distance 0.327 · cross-district

#7 · Nandedcell 4850002213

distance 0.335 · cross-district

#8 · Washimcell 4990004253

distance 0.34 · cross-district

#9 · Solapurcell 4960002285

distance 0.34 · cross-district

#10 · Buldhanacell 4720004961

distance 0.343 · cross-district

#11 · Bhandaracell 4710002894

distance 0.349 · cross-district

#12 · Buldhanacell 4720006731

distance 0.351 · cross-district

#13 · Buldhanacell 4720005522

distance 0.351 · cross-district

#14 · Wardhacell 4980003288

distance 0.351 · cross-district

#15 · Buldhanacell 4720005653

distance 0.353 · cross-district

#16 · Parbhanicell 4890004462

distance 0.356

#17 · Dharashivcell 4880001956

distance 0.356 · cross-district

#18 · Hingolicell 4770003359

distance 0.357 · 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":489,"cluster_id":4890004302}}}'

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.