Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005095

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002841

distance 0.182 · cross-district

#2 · Hingolicell 4770003460

distance 0.185 · cross-district

#3 · Parbhanicell 4890004997

distance 0.185

#4 · Hingolicell 4770002349

distance 0.205 · cross-district

#5 · Solapurcell 4960003811

distance 0.215 · cross-district

#6 · Parbhanicell 4890005222

distance 0.219

#7 · Solapurcell 4960003947

distance 0.225 · cross-district

#8 · Solapurcell 4960004088

distance 0.229 · cross-district

#9 · Buldhanacell 4720007837

distance 0.233 · cross-district

#10 · Parbhanicell 4890004092

distance 0.236

#11 · Hingolicell 4770003244

distance 0.237 · cross-district

#12 · Solapurcell 4960003117

distance 0.237 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001543

distance 0.237 · cross-district

#14 · Amravaticell 4680003141

distance 0.238 · cross-district

#15 · Solapurcell 4960002980

distance 0.24 · cross-district

#16 · Hingolicell 4770003073

distance 0.241 · cross-district

#17 · Nagpurcell 4840006384

distance 0.241 · cross-district

#18 · Solapurcell 4960002979

distance 0.242 · 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":4890005095}}}'

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.