Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005404

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005426

distance 0.207

#2 · Buldhanacell 4720000520

distance 0.211 · cross-district

#3 · Parbhanicell 4890005405

distance 0.214

#4 · Buldhanacell 4720004667

distance 0.225 · cross-district

#5 · Hingolicell 4770002906

distance 0.232 · cross-district

#6 · Buldhanacell 4720004793

distance 0.235 · cross-district

#7 · Jalnacell 4790004041

distance 0.237 · cross-district

#8 · Buldhanacell 4720005980

distance 0.239 · cross-district

#9 · Parbhanicell 4890005387

distance 0.243

#10 · Buldhanacell 4720004741

distance 0.245 · cross-district

#11 · Beedcell 4700005567

distance 0.25 · cross-district

#12 · Jalnacell 4790003333

distance 0.253 · cross-district

#13 · Parbhanicell 4890005425

distance 0.254

#14 · Jalnacell 4790004039

distance 0.255 · cross-district

#15 · Buldhanacell 4720006133

distance 0.255 · cross-district

#16 · Hingolicell 4770003214

distance 0.257 · cross-district

#17 · Amravaticell 4680003098

distance 0.257 · cross-district

#18 · Amravaticell 4680003001

distance 0.258 · 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":4890005404}}}'

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.