Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720002808

The MH-36 locality cells most similar to this Buldhana 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

0.374

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002482

distance 0.374 · cross-district

#2 · Beedcell 4700007727

distance 0.384 · cross-district

#3 · Beedcell 4700008850

distance 0.421 · cross-district

#4 · Kolhapurcell 4800003867

distance 0.423 · cross-district

#5 · Nandedcell 4850004600

distance 0.423 · cross-district

#6 · Ahmednagarcell 4660012821

distance 0.423 · cross-district

#7 · Punecell 4900006178

distance 0.433 · cross-district

#8 · Beedcell 4700009005

distance 0.434 · cross-district

#9 · Parbhanicell 4890001178

distance 0.434 · cross-district

#10 · Nagpurcell 4840001284

distance 0.435 · cross-district

#11 · Beedcell 4700008950

distance 0.436 · cross-district

#12 · Chandrapurcell 4730006201

distance 0.437 · cross-district

#13 · Nagpurcell 4840007426

distance 0.441 · cross-district

#14 · Jalnacell 4790005043

distance 0.444 · cross-district

#15 · Laturcell 4810001568

distance 0.447 · cross-district

#16 · Beedcell 4700008724

distance 0.447 · cross-district

#17 · Laturcell 4810001740

distance 0.45 · cross-district

#18 · Dharashivcell 4880001066

distance 0.451 · 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":472,"cluster_id":4720002808}}}'

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.