Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003549

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007273

distance 0.06 · cross-district

#2 · Beedcell 4700007832

distance 0.06 · cross-district

#3 · Beedcell 4700008025

distance 0.069 · cross-district

#4 · Beedcell 4700007274

distance 0.069 · cross-district

#5 · Beedcell 4700008385

distance 0.071 · cross-district

#6 · Parbhanicell 4890003486

distance 0.071

#7 · Beedcell 4700008104

distance 0.074 · cross-district

#8 · Beedcell 4700008118

distance 0.074 · cross-district

#9 · Beedcell 4700008020

distance 0.087 · cross-district

#10 · Beedcell 4700008296

distance 0.09 · cross-district

#11 · Parbhanicell 4890003548

distance 0.09

#12 · Beedcell 4700008196

distance 0.091 · cross-district

#13 · Beedcell 4700007928

distance 0.093 · cross-district

#14 · Beedcell 4700007275

distance 0.093 · cross-district

#15 · Beedcell 4700008205

distance 0.095 · cross-district

#16 · Beedcell 4700008117

distance 0.096 · cross-district

#17 · Parbhanicell 4890002806

distance 0.097

#18 · Parbhanicell 4890003485

distance 0.099

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":4890003549}}}'

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.