Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008850

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002942

distance 0.262 · cross-district

#2 · Nandedcell 4850004590

distance 0.263 · cross-district

#3 · Laturcell 4810001568

distance 0.271 · cross-district

#4 · Jalnacell 4790001290

distance 0.295 · cross-district

#5 · Beedcell 4700008677

distance 0.297

#6 · Dharashivcell 4880000262

distance 0.304 · cross-district

#7 · Solapurcell 4960010978

distance 0.308 · cross-district

#8 · Laturcell 4810001740

distance 0.309 · cross-district

#9 · Parbhanicell 4890001317

distance 0.318 · cross-district

#10 · Parbhanicell 4890002798

distance 0.321 · cross-district

#11 · Akolacell 4670001015

distance 0.321 · cross-district

#12 · Beedcell 4700005515

distance 0.327

#13 · Jalgaoncell 4780006530

distance 0.328 · cross-district

#14 · Beedcell 4700008724

distance 0.332

#15 · Jalnacell 4790000325

distance 0.335 · cross-district

#16 · Jalnacell 4790000028

distance 0.336 · cross-district

#17 · Parbhanicell 4890001461

distance 0.339 · cross-district

#18 · Washimcell 4990002917

distance 0.34 · 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":4700008850}}}'

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.