Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000477

The MH-36 locality cells most similar to this Parbhani 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000267

distance 0.164

#2 · Parbhanicell 4890000493

distance 0.174

#3 · Beedcell 4700008162

distance 0.193 · cross-district

#4 · Parbhanicell 4890000636

distance 0.194

#5 · Parbhanicell 4890000363

distance 0.195

#6 · Beedcell 4700005149

distance 0.197 · cross-district

#7 · Ahmednagarcell 4660007707

distance 0.198 · cross-district

#8 · Parbhanicell 4890000750

distance 0.2

#9 · Ahmednagarcell 4660007558

distance 0.203 · cross-district

#10 · Beedcell 4700008959

distance 0.204 · cross-district

#11 · Buldhanacell 4720001521

distance 0.204 · cross-district

#12 · Ahmednagarcell 4660008465

distance 0.205 · cross-district

#13 · Beedcell 4700006973

distance 0.207 · cross-district

#14 · Parbhanicell 4890000334

distance 0.207

#15 · Buldhanacell 4720002832

distance 0.208 · cross-district

#16 · Parbhanicell 4890000330

distance 0.209

#17 · Ahmednagarcell 4660005756

distance 0.211 · cross-district

#18 · Buldhanacell 4720002552

distance 0.214 · 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":489,"cluster_id":4890000477}}}'

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.