Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005255

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004858

distance 0.18

#2 · Dharashivcell 4880004397

distance 0.186

#3 · Dharashivcell 4880005149

distance 0.186

#4 · Ahmednagarcell 4660002521

distance 0.203 · cross-district

#5 · Dharashivcell 4880005150

distance 0.203

#6 · Dharashivcell 4880004398

distance 0.203

#7 · Ahmednagarcell 4660001222

distance 0.212 · cross-district

#8 · Dharashivcell 4880004947

distance 0.219

#9 · Dharashivcell 4880004248

distance 0.22

#10 · Ahmednagarcell 4660001914

distance 0.22 · cross-district

#11 · Nandedcell 4850003563

distance 0.223 · cross-district

#12 · Dharashivcell 4880006311

distance 0.223

#13 · Beedcell 4700002676

distance 0.223 · cross-district

#14 · Dharashivcell 4880004581

distance 0.225

#15 · Nandedcell 4850003150

distance 0.23 · cross-district

#16 · Dharashivcell 4880004490

distance 0.231

#17 · Ahmednagarcell 4660002215

distance 0.231 · cross-district

#18 · Ahmednagarcell 4660002610

distance 0.234 · 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":4880005255}}}'

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.