Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001715

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.445

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004415

distance 0.445 · cross-district

#2 · Laturcell 4810005464

distance 0.51 · cross-district

#3 · Parbhanicell 4890002950

distance 0.54

#4 · Bhandaracell 4710000925

distance 0.545 · cross-district

#5 · Parbhanicell 4890003111

distance 0.555

#6 · Laturcell 4810005392

distance 0.563 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008830

distance 0.568 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008260

distance 0.603 · cross-district

#9 · Laturcell 4810004386

distance 0.62 · cross-district

#10 · Laturcell 4810005463

distance 0.63 · cross-district

#11 · Laturcell 4810004470

distance 0.631 · cross-district

#12 · Sanglicell 4930004416

distance 0.632 · cross-district

#13 · Laturcell 4810003320

distance 0.639 · cross-district

#14 · Kolhapurcell 4800004254

distance 0.639 · cross-district

#15 · Parbhanicell 4890002135

distance 0.641

#16 · Parbhanicell 4890002464

distance 0.641

#17 · Sanglicell 4930002027

distance 0.643 · cross-district

#18 · Jalnacell 4790004808

distance 0.649 · 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":4890001715}}}'

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.