Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001319

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005568

distance 0.187 · cross-district

#2 · Laturcell 4810005823

distance 0.198 · cross-district

#3 · Washimcell 4990002192

distance 0.205 · cross-district

#4 · Beedcell 4700004807

distance 0.21 · cross-district

#5 · Laturcell 4810005437

distance 0.21 · cross-district

#6 · Nandedcell 4850002262

distance 0.212 · cross-district

#7 · Nandedcell 4850008419

distance 0.217 · cross-district

#8 · Laturcell 4810005693

distance 0.221 · cross-district

#9 · Laturcell 4810005773

distance 0.223 · cross-district

#10 · Nandedcell 4850008275

distance 0.225 · cross-district

#11 · Dharashivcell 4880002841

distance 0.225 · cross-district

#12 · Nandedcell 4850001381

distance 0.229 · cross-district

#13 · Beedcell 4700008831

distance 0.229 · cross-district

#14 · Nandedcell 4850001397

distance 0.23 · cross-district

#15 · Nandedcell 4850003828

distance 0.23 · cross-district

#16 · Nandedcell 4850003003

distance 0.233 · cross-district

#17 · Buldhanacell 4720002554

distance 0.233 · cross-district

#18 · Hingolicell 4770000176

distance 0.235 · 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":4890001319}}}'

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.