Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000097

The MH-36 locality cells most similar to this Beed 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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010420

distance 0.331 · cross-district

#2 · Dharashivcell 4880005943

distance 0.339 · cross-district

#3 · Laturcell 4810002298

distance 0.409 · cross-district

#4 · Solapurcell 4960006193

distance 0.409 · cross-district

#5 · Nagpurcell 4840008583

distance 0.447 · cross-district

#6 · Beedcell 4700000062

distance 0.453

#7 · Laturcell 4810000544

distance 0.47 · cross-district

#8 · Chandrapurcell 4730005401

distance 0.476 · cross-district

#9 · Sanglicell 4930004487

distance 0.497 · cross-district

#10 · Dhulecell 4740003761

distance 0.507 · cross-district

#11 · Laturcell 4810002385

distance 0.508 · cross-district

#12 · Nandedcell 4850002074

distance 0.511 · cross-district

#13 · Dharashivcell 4880003362

distance 0.515 · cross-district

#14 · Gadchirolicell 4750000108

distance 0.527 · cross-district

#15 · Jalnacell 4790001651

distance 0.527 · cross-district

#16 · Punecell 4900002054

distance 0.531 · cross-district

#17 · Sanglicell 4930004631

distance 0.533 · cross-district

#18 · Laturcell 4810005312

distance 0.536 · 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":470,"cluster_id":4700000097}}}'

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.