Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007439

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007438

distance 0.314

#2 · Nandedcell 4850005120

distance 0.325 · cross-district

#3 · Jalnacell 4790002133

distance 0.335 · cross-district

#4 · Beedcell 4700006017

distance 0.351

#5 · Jalnacell 4790001796

distance 0.351 · cross-district

#6 · Jalnacell 4790001971

distance 0.352 · cross-district

#7 · Beedcell 4700005444

distance 0.359

#8 · Solapurcell 4960003977

distance 0.363 · cross-district

#9 · Nashikcell 4870013097

distance 0.366 · cross-district

#10 · Beedcell 4700006955

distance 0.373

#11 · Chhatrapati Sambhajinagarcell 4690001410

distance 0.374 · cross-district

#12 · Ahmednagarcell 4660012813

distance 0.376 · cross-district

#13 · Dharashivcell 4880000446

distance 0.376 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003025

distance 0.38 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005262

distance 0.387 · cross-district

#16 · Sanglicell 4930000480

distance 0.387 · cross-district

#17 · Buldhanacell 4720001188

distance 0.391 · cross-district

#18 · Kolhapurcell 4800005763

distance 0.391 · 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":4700007439}}}'

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.