Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003811

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002725

distance 0.24 · cross-district

#2 · Akolacell 4670000717

distance 0.248 · cross-district

#3 · Jalnacell 4790005961

distance 0.263 · cross-district

#4 · Hingolicell 4770003934

distance 0.267

#5 · Washimcell 4990002347

distance 0.286 · cross-district

#6 · Buldhanacell 4720000913

distance 0.292 · cross-district

#7 · Buldhanacell 4720007648

distance 0.297 · cross-district

#8 · Ahmednagarcell 4660000830

distance 0.313 · cross-district

#9 · Solapurcell 4960008206

distance 0.318 · cross-district

#10 · Nandedcell 4850000349

distance 0.319 · cross-district

#11 · Nashikcell 4870005790

distance 0.321 · cross-district

#12 · Ahmednagarcell 4660009950

distance 0.321 · cross-district

#13 · Nashikcell 4870004450

distance 0.325 · cross-district

#14 · Nagpurcell 4840004701

distance 0.325 · cross-district

#15 · Ahmednagarcell 4660014101

distance 0.327 · cross-district

#16 · Nashikcell 4870004579

distance 0.327 · cross-district

#17 · Jalgaoncell 4780005718

distance 0.328 · cross-district

#18 · Washimcell 4990002958

distance 0.329 · 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":477,"cluster_id":4770003811}}}'

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.