Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004064

The MH-36 locality cells most similar to this Dharashiv 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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011507

distance 0.266 · cross-district

#2 · Jalnacell 4790001901

distance 0.267 · cross-district

#3 · Amravaticell 4680006925

distance 0.269 · cross-district

#4 · Amravaticell 4680006924

distance 0.27 · cross-district

#5 · Nagpurcell 4840007961

distance 0.271 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002510

distance 0.284 · cross-district

#7 · Amravaticell 4680007077

distance 0.286 · cross-district

#8 · Nagpurcell 4840004573

distance 0.288 · cross-district

#9 · Wardhacell 4980003755

distance 0.29 · cross-district

#10 · Hingolicell 4770002903

distance 0.297 · cross-district

#11 · Jalnacell 4790001902

distance 0.297 · cross-district

#12 · Parbhanicell 4890005241

distance 0.304 · cross-district

#13 · Amravaticell 4680001535

distance 0.307 · cross-district

#14 · Jalgaoncell 4780002170

distance 0.309 · cross-district

#15 · Beedcell 4700006471

distance 0.311 · cross-district

#16 · Nagpurcell 4840007920

distance 0.313 · cross-district

#17 · Hingolicell 4770001898

distance 0.315 · cross-district

#18 · Nagpurcell 4840004341

distance 0.315 · 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":488,"cluster_id":4880004064}}}'

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.