Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005456

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003333

distance 0.095 · cross-district

#2 · Parbhanicell 4890004753

distance 0.141

#3 · Parbhanicell 4890004987

distance 0.156

#4 · Jalnacell 4790003583

distance 0.156 · cross-district

#5 · Buldhanacell 4720004737

distance 0.173 · cross-district

#6 · Parbhanicell 4890005363

distance 0.174

#7 · Jalnacell 4790002993

distance 0.174 · cross-district

#8 · Jalnacell 4790003668

distance 0.176 · cross-district

#9 · Buldhanacell 4720000015

distance 0.178 · cross-district

#10 · Nagpurcell 4840003950

distance 0.182 · cross-district

#11 · Parbhanicell 4890004989

distance 0.182

#12 · Jalnacell 4790003760

distance 0.184 · cross-district

#13 · Jalnacell 4790002002

distance 0.185 · cross-district

#14 · Buldhanacell 4720004808

distance 0.186 · cross-district

#15 · Jalnacell 4790003326

distance 0.187 · cross-district

#16 · Jalnacell 4790003669

distance 0.189 · cross-district

#17 · Parbhanicell 4890005102

distance 0.189

#18 · Jalnacell 4790003667

distance 0.191 · 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":4890005456}}}'

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.