Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000385

The MH-36 locality cells most similar to this Hingoli 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002224

distance 0.148 · cross-district

#2 · Washimcell 4990001498

distance 0.207 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001488

distance 0.225 · cross-district

#4 · Washimcell 4990000559

distance 0.23 · cross-district

#5 · Ahmednagarcell 4660010769

distance 0.23 · cross-district

#6 · Jalnacell 4790003640

distance 0.231 · cross-district

#7 · Washimcell 4990004069

distance 0.236 · cross-district

#8 · Dharashivcell 4880000896

distance 0.236 · cross-district

#9 · Amravaticell 4680006768

distance 0.238 · cross-district

#10 · Jalgaoncell 4780008599

distance 0.243 · cross-district

#11 · Parbhanicell 4890003380

distance 0.243 · cross-district

#12 · Amravaticell 4680001620

distance 0.247 · cross-district

#13 · Beedcell 4700002403

distance 0.251 · cross-district

#14 · Yavatmalcell 5000005877

distance 0.251 · cross-district

#15 · Beedcell 4700005687

distance 0.252 · cross-district

#16 · Beedcell 4700005577

distance 0.257 · cross-district

#17 · Parbhanicell 4890004173

distance 0.258 · cross-district

#18 · Buldhanacell 4720003923

distance 0.259 · 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":477,"cluster_id":4770000385}}}'

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.