Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004265

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003773

distance 0.135

#2 · Hingolicell 4770000475

distance 0.147 · cross-district

#3 · Hingolicell 4770000739

distance 0.148 · cross-district

#4 · Hingolicell 4770000795

distance 0.169 · cross-district

#5 · Amravaticell 4680004492

distance 0.183 · cross-district

#6 · Hingolicell 4770000632

distance 0.183 · cross-district

#7 · Parbhanicell 4890004560

distance 0.183

#8 · Parbhanicell 4890003909

distance 0.184

#9 · Parbhanicell 4890003896

distance 0.191

#10 · Parbhanicell 4890004025

distance 0.194

#11 · Parbhanicell 4890004602

distance 0.196

#12 · Parbhanicell 4890003662

distance 0.196

#13 · Hingolicell 4770001568

distance 0.198 · cross-district

#14 · Parbhanicell 4890003718

distance 0.199

#15 · Jalnacell 4790001920

distance 0.201 · cross-district

#16 · Parbhanicell 4890005171

distance 0.201

#17 · Parbhanicell 4890004898

distance 0.201

#18 · Hingolicell 4770000914

distance 0.202 · 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":4890004265}}}'

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.