Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003417

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000170

distance 0.109 · cross-district

#2 · Beedcell 4700007375

distance 0.138 · cross-district

#3 · Parbhanicell 4890002965

distance 0.161

#4 · Beedcell 4700008100

distance 0.173 · cross-district

#5 · Beedcell 4700007545

distance 0.177 · cross-district

#6 · Jalnacell 4790000169

distance 0.18 · cross-district

#7 · Beedcell 4700007466

distance 0.182 · cross-district

#8 · Beedcell 4700007734

distance 0.192 · cross-district

#9 · Parbhanicell 4890003353

distance 0.194

#10 · Parbhanicell 4890003303

distance 0.195

#11 · Beedcell 4700007984

distance 0.2 · cross-district

#12 · Parbhanicell 4890001731

distance 0.202

#13 · Jalnacell 4790000073

distance 0.206 · cross-district

#14 · Jalnacell 4790002034

distance 0.206 · cross-district

#15 · Beedcell 4700005593

distance 0.206 · cross-district

#16 · Parbhanicell 4890001902

distance 0.211

#17 · Beedcell 4700005883

distance 0.211 · cross-district

#18 · Jalnacell 4790001801

distance 0.211 · 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":4890003417}}}'

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.