Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004351

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002291

distance 0.205 · cross-district

#2 · Laturcell 4810002489

distance 0.21 · cross-district

#3 · Dharashivcell 4880003095

distance 0.22

#4 · Laturcell 4810000471

distance 0.236 · cross-district

#5 · Ahmednagarcell 4660006787

distance 0.24 · cross-district

#6 · Beedcell 4700001025

distance 0.25 · cross-district

#7 · Solapurcell 4960005897

distance 0.251 · cross-district

#8 · Sanglicell 4930000539

distance 0.26 · cross-district

#9 · Jalnacell 4790003472

distance 0.265 · cross-district

#10 · Laturcell 4810001705

distance 0.266 · cross-district

#11 · Beedcell 4700001052

distance 0.271 · cross-district

#12 · Washimcell 4990001506

distance 0.28 · cross-district

#13 · Dharashivcell 4880003238

distance 0.284

#14 · Laturcell 4810001660

distance 0.287 · cross-district

#15 · Sanglicell 4930000658

distance 0.288 · cross-district

#16 · Nandedcell 4850004531

distance 0.29 · cross-district

#17 · Nandedcell 4850005768

distance 0.292 · cross-district

#18 · Parbhanicell 4890000892

distance 0.293 · 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":4880004351}}}'

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.