Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000705

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000497

distance 0.144

#2 · Parbhanicell 4890001003

distance 0.172

#3 · Parbhanicell 4890000582

distance 0.179

#4 · Nandedcell 4850004252

distance 0.185 · cross-district

#5 · Buldhanacell 4720002734

distance 0.19 · cross-district

#6 · Buldhanacell 4720001528

distance 0.191 · cross-district

#7 · Parbhanicell 4890000593

distance 0.191

#8 · Beedcell 4700006301

distance 0.191 · cross-district

#9 · Beedcell 4700008641

distance 0.191 · cross-district

#10 · Jalnacell 4790003386

distance 0.195 · cross-district

#11 · Parbhanicell 4890000496

distance 0.196

#12 · Beedcell 4700007892

distance 0.199 · cross-district

#13 · Solapurcell 4960003299

distance 0.202 · cross-district

#14 · Jalnacell 4790003726

distance 0.204 · cross-district

#15 · Jalnacell 4790003985

distance 0.204 · cross-district

#16 · Dharashivcell 4880002969

distance 0.204 · cross-district

#17 · Buldhanacell 4720002158

distance 0.204 · cross-district

#18 · Parbhanicell 4890000531

distance 0.207

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":4890000705}}}'

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.