Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000986

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011256

distance 0.19 · cross-district

#2 · Sanglicell 4930003952

distance 0.252 · cross-district

#3 · Beedcell 4700001583

distance 0.254

#4 · Laturcell 4810001700

distance 0.262 · cross-district

#5 · Dharashivcell 4880000390

distance 0.272 · cross-district

#6 · Ahmednagarcell 4660014253

distance 0.277 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001501

distance 0.28 · cross-district

#8 · Dhulecell 4740000540

distance 0.284 · cross-district

#9 · Ahmednagarcell 4660011578

distance 0.285 · cross-district

#10 · Beedcell 4700006402

distance 0.286

#11 · Ahmednagarcell 4660009073

distance 0.286 · cross-district

#12 · Dhulecell 4740001575

distance 0.288 · cross-district

#13 · Kolhapurcell 4800005690

distance 0.288 · cross-district

#14 · Beedcell 4700005839

distance 0.289

#15 · Punecell 4900005778

distance 0.291 · cross-district

#16 · Punecell 4900006285

distance 0.294 · cross-district

#17 · Dharashivcell 4880006093

distance 0.295 · cross-district

#18 · Beedcell 4700002862

distance 0.297

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":4700000986}}}'

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.