Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004451

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004719

distance 0.169

#2 · Parbhanicell 4890004389

distance 0.179

#3 · Parbhanicell 4890004213

distance 0.182

#4 · Parbhanicell 4890004388

distance 0.187

#5 · Parbhanicell 4890004604

distance 0.187

#6 · Parbhanicell 4890004736

distance 0.188

#7 · Parbhanicell 4890004717

distance 0.19

#8 · Parbhanicell 4890003961

distance 0.191

#9 · Jalnacell 4790003840

distance 0.193 · cross-district

#10 · Parbhanicell 4890004219

distance 0.193

#11 · Parbhanicell 4890004506

distance 0.193

#12 · Parbhanicell 4890004687

distance 0.2

#13 · Parbhanicell 4890004239

distance 0.202

#14 · Parbhanicell 4890004456

distance 0.203

#15 · Buldhanacell 4720006816

distance 0.205 · cross-district

#16 · Parbhanicell 4890004353

distance 0.206

#17 · Parbhanicell 4890004455

distance 0.206

#18 · Parbhanicell 4890004188

distance 0.209

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":4890004451}}}'

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.