Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002221

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005221

distance 0.178

#2 · Beedcell 4700001436

distance 0.184 · cross-district

#3 · Dharashivcell 4880003150

distance 0.186

#4 · Dharashivcell 4880005019

distance 0.198

#5 · Ahmednagarcell 4660000548

distance 0.2 · cross-district

#6 · Dharashivcell 4880002555

distance 0.205

#7 · Dharashivcell 4880002216

distance 0.208

#8 · Dharashivcell 4880001735

distance 0.208

#9 · Beedcell 4700000303

distance 0.209 · cross-district

#10 · Sanglicell 4930001192

distance 0.21 · cross-district

#11 · Ahmednagarcell 4660001095

distance 0.212 · cross-district

#12 · Beedcell 4700000551

distance 0.214 · cross-district

#13 · Beedcell 4700004417

distance 0.219 · cross-district

#14 · Laturcell 4810002040

distance 0.221 · cross-district

#15 · Beedcell 4700000650

distance 0.223 · cross-district

#16 · Ahmednagarcell 4660000908

distance 0.224 · cross-district

#17 · Dharashivcell 4880003767

distance 0.225

#18 · Ahmednagarcell 4660000550

distance 0.225 · 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":4880002221}}}'

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.