Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004615

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007635

distance 0.42

#2 · Jalgaoncell 4780003202

distance 0.496 · cross-district

#3 · Solapurcell 4960005923

distance 0.502 · cross-district

#4 · Laturcell 4810002385

distance 0.522 · cross-district

#5 · Sataracell 4940001458

distance 0.538 · cross-district

#6 · Buldhanacell 4720004000

distance 0.552 · cross-district

#7 · Beedcell 4700007634

distance 0.556

#8 · Solapurcell 4960010420

distance 0.557 · cross-district

#9 · Beedcell 4700000096

distance 0.569

#10 · Laturcell 4810005227

distance 0.595 · cross-district

#11 · Buldhanacell 4720003821

distance 0.597 · cross-district

#12 · Ahmednagarcell 4660010973

distance 0.609 · cross-district

#13 · Dhulecell 4740003761

distance 0.612 · cross-district

#14 · Buldhanacell 4720001248

distance 0.615 · cross-district

#15 · Punecell 4900002665

distance 0.619 · cross-district

#16 · Laturcell 4810005312

distance 0.62 · cross-district

#17 · Chandrapurcell 4730004727

distance 0.62 · cross-district

#18 · Sanglicell 4930004771

distance 0.622 · 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":4700004615}}}'

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.