Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004607

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005062

distance 0.157

#2 · Parbhanicell 4890004166

distance 0.164

#3 · Hingolicell 4770003525

distance 0.166 · cross-district

#4 · Parbhanicell 4890004268

distance 0.172

#5 · Jalnacell 4790002427

distance 0.174 · cross-district

#6 · Jalgaoncell 4780006112

distance 0.175 · cross-district

#7 · Beedcell 4700006602

distance 0.175 · cross-district

#8 · Beedcell 4700005875

distance 0.176 · cross-district

#9 · Jalnacell 4790002246

distance 0.18 · cross-district

#10 · Solapurcell 4960002297

distance 0.181 · cross-district

#11 · Parbhanicell 4890004844

distance 0.181

#12 · Jalnacell 4790003083

distance 0.181 · cross-district

#13 · Parbhanicell 4890005070

distance 0.183

#14 · Buldhanacell 4720004200

distance 0.184 · cross-district

#15 · Parbhanicell 4890004890

distance 0.186

#16 · Jalnacell 4790000988

distance 0.189 · cross-district

#17 · Jalnacell 4790004098

distance 0.19 · cross-district

#18 · Parbhanicell 4890005209

distance 0.193

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":4890004607}}}'

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.