Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004315

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004456

distance 0.072

#2 · Parbhanicell 4890004403

distance 0.098

#3 · Parbhanicell 4890004357

distance 0.133

#4 · Parbhanicell 4890004687

distance 0.149

#5 · Parbhanicell 4890004553

distance 0.153

#6 · Amravaticell 4680004395

distance 0.16 · cross-district

#7 · Buldhanacell 4720003891

distance 0.167 · cross-district

#8 · Amravaticell 4680003634

distance 0.167 · cross-district

#9 · Buldhanacell 4720005201

distance 0.168 · cross-district

#10 · Buldhanacell 4720006067

distance 0.171 · cross-district

#11 · Amravaticell 4680003240

distance 0.173 · cross-district

#12 · Parbhanicell 4890005410

distance 0.173

#13 · Parbhanicell 4890004952

distance 0.175

#14 · Parbhanicell 4890003661

distance 0.176

#15 · Parbhanicell 4890004353

distance 0.179

#16 · Buldhanacell 4720006143

distance 0.179 · cross-district

#17 · Parbhanicell 4890005020

distance 0.183

#18 · Parbhanicell 4890004604

distance 0.183

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":4890004315}}}'

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.