Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005096

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004815

distance 0.218

#2 · Buldhanacell 4720007346

distance 0.218 · cross-district

#3 · Hingolicell 4770002688

distance 0.228 · cross-district

#4 · Hingolicell 4770001931

distance 0.229 · cross-district

#5 · Amravaticell 4680003257

distance 0.236 · cross-district

#6 · Parbhanicell 4890004812

distance 0.238

#7 · Buldhanacell 4720007907

distance 0.242 · cross-district

#8 · Akolacell 4670004045

distance 0.243 · cross-district

#9 · Jalnacell 4790002234

distance 0.243 · cross-district

#10 · Parbhanicell 4890005051

distance 0.243

#11 · Buldhanacell 4720008104

distance 0.244 · cross-district

#12 · Nagpurcell 4840004554

distance 0.244 · cross-district

#13 · Akolacell 4670004592

distance 0.245 · cross-district

#14 · Parbhanicell 4890004635

distance 0.246

#15 · Amravaticell 4680002632

distance 0.246 · cross-district

#16 · Jalnacell 4790002401

distance 0.251 · cross-district

#17 · Jalnacell 4790005708

distance 0.251 · cross-district

#18 · Hingolicell 4770002187

distance 0.252 · 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":4890005096}}}'

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.