Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004377

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004378

distance 0.116

#2 · Jalnacell 4790003326

distance 0.124 · cross-district

#3 · Parbhanicell 4890003618

distance 0.134

#4 · Parbhanicell 4890004753

distance 0.137

#5 · Akolacell 4670000988

distance 0.139 · cross-district

#6 · Parbhanicell 4890003803

distance 0.14

#7 · Parbhanicell 4890003740

distance 0.141

#8 · Buldhanacell 4720005031

distance 0.146 · cross-district

#9 · Parbhanicell 4890004425

distance 0.147

#10 · Buldhanacell 4720005663

distance 0.149 · cross-district

#11 · Parbhanicell 4890004426

distance 0.15

#12 · Amravaticell 4680000886

distance 0.151 · cross-district

#13 · Beedcell 4700006703

distance 0.152 · cross-district

#14 · Beedcell 4700006437

distance 0.155 · cross-district

#15 · Jalnacell 4790001791

distance 0.157 · cross-district

#16 · Solapurcell 4960002306

distance 0.159 · cross-district

#17 · Parbhanicell 4890003739

distance 0.159

#18 · Beedcell 4700007153

distance 0.162 · 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":4890004377}}}'

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.