Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001593

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001514

distance 0.179

#2 · Parbhanicell 4890000353

distance 0.206

#3 · Parbhanicell 4890003448

distance 0.216

#4 · Parbhanicell 4890001597

distance 0.216

#5 · Jalnacell 4790002682

distance 0.221 · cross-district

#6 · Beedcell 4700004804

distance 0.223 · cross-district

#7 · Parbhanicell 4890001939

distance 0.224

#8 · Beedcell 4700008907

distance 0.227 · cross-district

#9 · Parbhanicell 4890001685

distance 0.229

#10 · Solapurcell 4960012451

distance 0.229 · cross-district

#11 · Jalnacell 4790002134

distance 0.229 · cross-district

#12 · Parbhanicell 4890003465

distance 0.231

#13 · Solapurcell 4960010589

distance 0.231 · cross-district

#14 · Nandedcell 4850004986

distance 0.233 · cross-district

#15 · Nandedcell 4850004521

distance 0.233 · cross-district

#16 · Nandedcell 4850004923

distance 0.234 · cross-district

#17 · Parbhanicell 4890003338

distance 0.234

#18 · Beedcell 4700007441

distance 0.236 · 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":4890001593}}}'

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.