Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003899

The MH-36 locality cells most similar to this Hingoli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000335

distance 0.231 · cross-district

#2 · Beedcell 4700003453

distance 0.247 · cross-district

#3 · Chandrapurcell 4730001459

distance 0.258 · cross-district

#4 · Amravaticell 4680004946

distance 0.264 · cross-district

#5 · Solapurcell 4960005091

distance 0.273 · cross-district

#6 · Beedcell 4700008096

distance 0.274 · cross-district

#7 · Ahmednagarcell 4660011874

distance 0.281 · cross-district

#8 · Beedcell 4700003659

distance 0.283 · cross-district

#9 · Dharashivcell 4880004207

distance 0.284 · cross-district

#10 · Dharashivcell 4880003308

distance 0.285 · cross-district

#11 · Hingolicell 4770000491

distance 0.289

#12 · Beedcell 4700003796

distance 0.29 · cross-district

#13 · Parbhanicell 4890003737

distance 0.292 · cross-district

#14 · Akolacell 4670003815

distance 0.306 · cross-district

#15 · Solapurcell 4960003551

distance 0.309 · cross-district

#16 · Solapurcell 4960001489

distance 0.311 · cross-district

#17 · Jalnacell 4790001625

distance 0.311 · cross-district

#18 · Hingolicell 4770003683

distance 0.311

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":477,"cluster_id":4770003899}}}'

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.