Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000140

The MH-36 locality cells most similar to this Hingoli 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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.37

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005889

distance 0.37 · cross-district

#2 · Dhulecell 4740000956

distance 0.405 · cross-district

#3 · Laturcell 4810003585

distance 0.457 · cross-district

#4 · Dharashivcell 4880001694

distance 0.469 · cross-district

#5 · Jalnacell 4790003800

distance 0.485 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005175

distance 0.497 · cross-district

#7 · Amravaticell 4680003089

distance 0.497 · cross-district

#8 · Nashikcell 4870003165

distance 0.5 · cross-district

#9 · Ahmednagarcell 4660005331

distance 0.502 · cross-district

#10 · Laturcell 4810002766

distance 0.504 · cross-district

#11 · Nagpurcell 4840003001

distance 0.512 · cross-district

#12 · Laturcell 4810003365

distance 0.517 · cross-district

#13 · Laturcell 4810002860

distance 0.52 · cross-district

#14 · Kolhapurcell 4800004684

distance 0.524 · cross-district

#15 · Kolhapurcell 4800003869

distance 0.525 · cross-district

#16 · Beedcell 4700000857

distance 0.541 · cross-district

#17 · Sanglicell 4930002902

distance 0.543 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003032

distance 0.546 · 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":477,"cluster_id":4770000140}}}'

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.