Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004313

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003679

distance 0.141

#2 · Nagpurcell 4840002427

distance 0.158 · cross-district

#3 · Akolacell 4670001277

distance 0.163 · cross-district

#4 · Nagpurcell 4840002711

distance 0.176 · cross-district

#5 · Washimcell 4990000118

distance 0.193 · cross-district

#6 · Jalnacell 4790005435

distance 0.196 · cross-district

#7 · Parbhanicell 4890004173

distance 0.197

#8 · Akolacell 4670001126

distance 0.215 · cross-district

#9 · Solapurcell 4960003216

distance 0.217 · cross-district

#10 · Parbhanicell 4890004300

distance 0.218

#11 · Amravaticell 4680001620

distance 0.225 · cross-district

#12 · Buldhanacell 4720006947

distance 0.226 · cross-district

#13 · Jalnacell 4790001007

distance 0.228 · cross-district

#14 · Amravaticell 4680004702

distance 0.23 · cross-district

#15 · Buldhanacell 4720005335

distance 0.232 · cross-district

#16 · Buldhanacell 4720007623

distance 0.238 · cross-district

#17 · Wardhacell 4980001671

distance 0.241 · cross-district

#18 · Amravaticell 4680000385

distance 0.241 · 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":4890004313}}}'

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.