Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008497

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.485

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005465

distance 0.485 · cross-district

#2 · Jalgaoncell 4780006140

distance 0.488 · cross-district

#3 · Beedcell 4700007546

distance 0.519

#4 · Chandrapurcell 4730003314

distance 0.521 · cross-district

#5 · Yavatmalcell 5000009879

distance 0.525 · cross-district

#6 · Solapurcell 4960005361

distance 0.544 · cross-district

#7 · Punecell 4900001577

distance 0.557 · cross-district

#8 · Chandrapurcell 4730003249

distance 0.563 · cross-district

#9 · Buldhanacell 4720002942

distance 0.565 · cross-district

#10 · Chandrapurcell 4730002511

distance 0.575 · cross-district

#11 · Dharashivcell 4880003128

distance 0.578 · cross-district

#12 · Solapurcell 4960006960

distance 0.585 · cross-district

#13 · Nagpurcell 4840003769

distance 0.59 · cross-district

#14 · Solapurcell 4960002858

distance 0.591 · cross-district

#15 · Laturcell 4810000900

distance 0.593 · cross-district

#16 · Dharashivcell 4880003080

distance 0.599 · cross-district

#17 · Punecell 4900001715

distance 0.605 · cross-district

#18 · Amravaticell 4680006433

distance 0.611 · 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":4700008497}}}'

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.