Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004389

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005169

distance 0.151 · cross-district

#2 · Parbhanicell 4890004666

distance 0.16

#3 · Solapurcell 4960005020

distance 0.166 · cross-district

#4 · Parbhanicell 4890004719

distance 0.168

#5 · Parbhanicell 4890004800

distance 0.168

#6 · Buldhanacell 4720007128

distance 0.17 · cross-district

#7 · Parbhanicell 4890004736

distance 0.174

#8 · Parbhanicell 4890004485

distance 0.178

#9 · Parbhanicell 4890004451

distance 0.179

#10 · Jalnacell 4790000106

distance 0.182 · cross-district

#11 · Beedcell 4700008517

distance 0.183 · cross-district

#12 · Parbhanicell 4890004388

distance 0.184

#13 · Solapurcell 4960006827

distance 0.185 · cross-district

#14 · Jalnacell 4790005116

distance 0.188 · cross-district

#15 · Parbhanicell 4890004340

distance 0.191

#16 · Parbhanicell 4890004219

distance 0.193

#17 · Solapurcell 4960001804

distance 0.193 · cross-district

#18 · Jalnacell 4790002499

distance 0.194 · 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":4890004389}}}'

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.