Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000381

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002462

distance 0.198 · cross-district

#2 · Parbhanicell 4890000542

distance 0.209

#3 · Parbhanicell 4890000307

distance 0.217

#4 · Beedcell 4700006850

distance 0.22 · cross-district

#5 · Beedcell 4700007226

distance 0.222 · cross-district

#6 · Jalnacell 4790004072

distance 0.225 · cross-district

#7 · Buldhanacell 4720002549

distance 0.231 · cross-district

#8 · Buldhanacell 4720001094

distance 0.237 · cross-district

#9 · Parbhanicell 4890000833

distance 0.239

#10 · Parbhanicell 4890000479

distance 0.242

#11 · Washimcell 4990001645

distance 0.242 · cross-district

#12 · Nandedcell 4850001971

distance 0.246 · cross-district

#13 · Jalnacell 4790002208

distance 0.248 · cross-district

#14 · Ahmednagarcell 4660008289

distance 0.249 · cross-district

#15 · Jalnacell 4790002383

distance 0.249 · cross-district

#16 · Ahmednagarcell 4660005996

distance 0.25 · cross-district

#17 · Buldhanacell 4720002331

distance 0.251 · cross-district

#18 · Washimcell 4990001556

distance 0.252 · 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":4890000381}}}'

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.