Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004554

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004674

distance 0.094

#2 · Parbhanicell 4890004851

distance 0.096

#3 · Parbhanicell 4890004637

distance 0.1

#4 · Parbhanicell 4890004309

distance 0.114

#5 · Parbhanicell 4890004398

distance 0.135

#6 · Parbhanicell 4890004598

distance 0.143

#7 · Parbhanicell 4890004306

distance 0.145

#8 · Parbhanicell 4890004818

distance 0.145

#9 · Parbhanicell 4890005342

distance 0.145

#10 · Parbhanicell 4890004409

distance 0.145

#11 · Parbhanicell 4890004853

distance 0.147

#12 · Parbhanicell 4890004410

distance 0.147

#13 · Hingolicell 4770002764

distance 0.148 · cross-district

#14 · Parbhanicell 4890003824

distance 0.151

#15 · Jalnacell 4790000916

distance 0.151 · cross-district

#16 · Jalnacell 4790000985

distance 0.151 · cross-district

#17 · Buldhanacell 4720005416

distance 0.152 · cross-district

#18 · Parbhanicell 4890004638

distance 0.152

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":4890004554}}}'

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.