Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003841

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004140

distance 0.108

#2 · Laturcell 4810002840

distance 0.15 · cross-district

#3 · Laturcell 4810002474

distance 0.181 · cross-district

#4 · Laturcell 4810004849

distance 0.196 · cross-district

#5 · Dharashivcell 4880004063

distance 0.206

#6 · Laturcell 4810002401

distance 0.211 · cross-district

#7 · Laturcell 4810002775

distance 0.216 · cross-district

#8 · Solapurcell 4960012296

distance 0.217 · cross-district

#9 · Dharashivcell 4880001608

distance 0.218

#10 · Laturcell 4810002845

distance 0.223 · cross-district

#11 · Laturcell 4810002935

distance 0.224 · cross-district

#12 · Laturcell 4810000732

distance 0.225 · cross-district

#13 · Nandedcell 4850004266

distance 0.227 · cross-district

#14 · Nandedcell 4850004663

distance 0.228 · cross-district

#15 · Laturcell 4810004941

distance 0.23 · cross-district

#16 · Laturcell 4810001910

distance 0.231 · cross-district

#17 · Beedcell 4700006375

distance 0.233 · cross-district

#18 · Laturcell 4810002934

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":4880003841}}}'

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.