Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004030

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004447

distance 0.149

#2 · Akolacell 4670000187

distance 0.178 · cross-district

#3 · Parbhanicell 4890003842

distance 0.179

#4 · Parbhanicell 4890003766

distance 0.184

#5 · Jalnacell 4790000258

distance 0.187 · cross-district

#6 · Akolacell 4670000487

distance 0.19 · cross-district

#7 · Buldhanacell 4720005530

distance 0.191 · cross-district

#8 · Buldhanacell 4720004346

distance 0.192 · cross-district

#9 · Akolacell 4670004358

distance 0.194 · cross-district

#10 · Parbhanicell 4890004251

distance 0.196

#11 · Amravaticell 4680004689

distance 0.196 · cross-district

#12 · Parbhanicell 4890004769

distance 0.199

#13 · Akolacell 4670004321

distance 0.199 · cross-district

#14 · Parbhanicell 4890004538

distance 0.2

#15 · Nagpurcell 4840007234

distance 0.202 · cross-district

#16 · Akolacell 4670004557

distance 0.202 · cross-district

#17 · Parbhanicell 4890003654

distance 0.202

#18 · Parbhanicell 4890005108

distance 0.204

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":4890004030}}}'

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.