Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780005607

The MH-36 locality cells most similar to this Jalgaon 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003248

distance 0.259 · cross-district

#2 · Akolacell 4670002077

distance 0.298 · cross-district

#3 · Nagpurcell 4840003469

distance 0.337 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002794

distance 0.345 · cross-district

#5 · Punecell 4900001715

distance 0.362 · cross-district

#6 · Punecell 4900001577

distance 0.362 · cross-district

#7 · Amravaticell 4680002484

distance 0.38 · cross-district

#8 · Wardhacell 4980002636

distance 0.382 · cross-district

#9 · Sanglicell 4930000398

distance 0.389 · cross-district

#10 · Nagpurcell 4840004068

distance 0.389 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003403

distance 0.399 · cross-district

#12 · Beedcell 4700007637

distance 0.409 · cross-district

#13 · Akolacell 4670002342

distance 0.411 · cross-district

#14 · Solapurcell 4960005150

distance 0.414 · cross-district

#15 · Gadchirolicell 4750009106

distance 0.415 · cross-district

#16 · Amravaticell 4680002687

distance 0.419 · cross-district

#17 · Jalgaoncell 4780001794

distance 0.419

#18 · Amravaticell 4680002585

distance 0.42 · 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":478,"cluster_id":4780005607}}}'

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.