Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004676

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004684

distance 0.182

#2 · Akolacell 4670003940

distance 0.205 · cross-district

#3 · Parbhanicell 4890004553

distance 0.21

#4 · Nagpurcell 4840006676

distance 0.216 · cross-district

#5 · Parbhanicell 4890004591

distance 0.22

#6 · Hingolicell 4770000586

distance 0.222 · cross-district

#7 · Jalnacell 4790001067

distance 0.226 · cross-district

#8 · Buldhanacell 4720004345

distance 0.23 · cross-district

#9 · Parbhanicell 4890004261

distance 0.232

#10 · Parbhanicell 4890004001

distance 0.233

#11 · Chhatrapati Sambhajinagarcell 4690006984

distance 0.234 · cross-district

#12 · Amravaticell 4680004820

distance 0.235 · cross-district

#13 · Buldhanacell 4720004201

distance 0.237 · cross-district

#14 · Akolacell 4670003962

distance 0.242 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005728

distance 0.245 · cross-district

#16 · Jalnacell 4790005481

distance 0.246 · cross-district

#17 · Akolacell 4670003851

distance 0.247 · cross-district

#18 · Parbhanicell 4890004310

distance 0.248

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":4890004676}}}'

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.