Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002108

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003897

distance 0.187

#2 · Dharashivcell 4880002109

distance 0.231

#3 · Beedcell 4700008952

distance 0.236 · cross-district

#4 · Beedcell 4700002022

distance 0.241 · cross-district

#5 · Solapurcell 4960012293

distance 0.252 · cross-district

#6 · Dharashivcell 4880002028

distance 0.253

#7 · Ahmednagarcell 4660013997

distance 0.254 · cross-district

#8 · Dharashivcell 4880004307

distance 0.26

#9 · Nandedcell 4850004267

distance 0.265 · cross-district

#10 · Laturcell 4810002740

distance 0.271 · cross-district

#11 · Dharashivcell 4880001599

distance 0.278

#12 · Ahmednagarcell 4660014412

distance 0.28 · cross-district

#13 · Solapurcell 4960003156

distance 0.281 · cross-district

#14 · Beedcell 4700007298

distance 0.281 · cross-district

#15 · Laturcell 4810004241

distance 0.283 · cross-district

#16 · Laturcell 4810005546

distance 0.284 · cross-district

#17 · Dhulecell 4740001578

distance 0.289 · cross-district

#18 · Dharashivcell 4880004453

distance 0.291

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":4880002108}}}'

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.