Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004352

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004295

distance 0.264 · cross-district

#2 · Ahmednagarcell 4660001431

distance 0.28 · cross-district

#3 · Sanglicell 4930002225

distance 0.285 · cross-district

#4 · Ahmednagarcell 4660011418

distance 0.314 · cross-district

#5 · Jalnacell 4790004045

distance 0.321 · cross-district

#6 · Beedcell 4700005436

distance 0.333 · cross-district

#7 · Solapurcell 4960005298

distance 0.334 · cross-district

#8 · Ahmednagarcell 4660009241

distance 0.342 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003012

distance 0.347 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003116

distance 0.347 · cross-district

#11 · Jalnacell 4790004132

distance 0.348 · cross-district

#12 · Solapurcell 4960005002

distance 0.349 · cross-district

#13 · Ahmednagarcell 4660014284

distance 0.35 · cross-district

#14 · Punecell 4900004989

distance 0.352 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005088

distance 0.354 · cross-district

#16 · Punecell 4900005648

distance 0.355 · cross-district

#17 · Laturcell 4810003221

distance 0.356 · cross-district

#18 · Nashikcell 4870007046

distance 0.358 · 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":4880004352}}}'

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.