Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003468

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002081

distance 0.11

#2 · Parbhanicell 4890001744

distance 0.145

#3 · Parbhanicell 4890002311

distance 0.165

#4 · Washimcell 4990002692

distance 0.171 · cross-district

#5 · Parbhanicell 4890002190

distance 0.174

#6 · Parbhanicell 4890002842

distance 0.181

#7 · Hingolicell 4770003846

distance 0.198 · cross-district

#8 · Buldhanacell 4720000358

distance 0.2 · cross-district

#9 · Beedcell 4700008355

distance 0.201 · cross-district

#10 · Buldhanacell 4720000934

distance 0.204 · cross-district

#11 · Parbhanicell 4890002418

distance 0.207

#12 · Parbhanicell 4890000393

distance 0.208

#13 · Beedcell 4700007980

distance 0.208 · cross-district

#14 · Beedcell 4700004669

distance 0.209 · cross-district

#15 · Beedcell 4700000739

distance 0.21 · cross-district

#16 · Beedcell 4700005976

distance 0.211 · cross-district

#17 · Washimcell 4990002481

distance 0.211 · cross-district

#18 · Hingolicell 4770001555

distance 0.212 · 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":4890003468}}}'

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.