Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007634

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 13 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.418

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002385

distance 0.418 · cross-district

#2 · Solapurcell 4960010981

distance 0.434 · cross-district

#3 · Dharashivcell 4880002492

distance 0.44 · cross-district

#4 · Jalnacell 4790001418

distance 0.46 · cross-district

#5 · Laturcell 4810000544

distance 0.465 · cross-district

#6 · Dhulecell 4740003761

distance 0.466 · cross-district

#7 · Gondiacell 4760000711

distance 0.471 · cross-district

#8 · Chandrapurcell 4730004727

distance 0.472 · cross-district

#9 · Nashikcell 4870000887

distance 0.477 · cross-district

#10 · Solapurcell 4960010979

distance 0.477 · cross-district

#11 · Jalnacell 4790001967

distance 0.478 · cross-district

#12 · Beedcell 4700000062

distance 0.484

#13 · Sanglicell 4930004771

distance 0.495 · cross-district

#14 · Beedcell 4700000096

distance 0.496

#15 · Beedcell 4700000058

distance 0.498

#16 · Punecell 4900002665

distance 0.498 · cross-district

#17 · Amravaticell 4680002108

distance 0.5 · cross-district

#18 · Hingolicell 4770002544

distance 0.507 · 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":4700007634}}}'

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.