Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004310

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004357

distance 0.151

#2 · Parbhanicell 4890004553

distance 0.165

#3 · Buldhanacell 4720004731

distance 0.179 · cross-district

#4 · Parbhanicell 4890004456

distance 0.183

#5 · Parbhanicell 4890004315

distance 0.186

#6 · Amravaticell 4680000999

distance 0.188 · cross-district

#7 · Parbhanicell 4890004687

distance 0.193

#8 · Akolacell 4670000180

distance 0.194 · cross-district

#9 · Amravaticell 4680004395

distance 0.197 · cross-district

#10 · Hingolicell 4770001512

distance 0.2 · cross-district

#11 · Amravaticell 4680003832

distance 0.201 · cross-district

#12 · Akolacell 4670003568

distance 0.202 · cross-district

#13 · Akolacell 4670000198

distance 0.206 · cross-district

#14 · Parbhanicell 4890003958

distance 0.207

#15 · Akolacell 4670000209

distance 0.209 · cross-district

#16 · Buldhanacell 4720003490

distance 0.21 · cross-district

#17 · Hingolicell 4770002759

distance 0.21 · cross-district

#18 · Amravaticell 4680003338

distance 0.211 · 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":4890004310}}}'

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.