Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004016

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 14 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.497

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003168

distance 0.497 · cross-district

#2 · Punecell 4900002619

distance 0.509 · cross-district

#3 · Sanglicell 4930001038

distance 0.563 · cross-district

#4 · Hingolicell 4770004029

distance 0.623

#5 · Dharashivcell 4880001075

distance 0.634 · cross-district

#6 · Wardhacell 4980001380

distance 0.665 · cross-district

#7 · Sindhudurgcell 4950001689

distance 0.671 · cross-district

#8 · Buldhanacell 4720001723

distance 0.682 · cross-district

#9 · Amravaticell 4680001820

distance 0.698 · cross-district

#10 · Hingolicell 4770000219

distance 0.711

#11 · Sanglicell 4930003727

distance 0.713 · cross-district

#12 · Nandurbarcell 4860002563

distance 0.725 · cross-district

#13 · Ahmednagarcell 4660004780

distance 0.74 · cross-district

#14 · Yavatmalcell 5000004116

distance 0.744 · cross-district

#15 · Nagpurcell 4840003018

distance 0.763 · cross-district

#16 · Beedcell 4700005212

distance 0.78 · cross-district

#17 · Buldhanacell 4720004797

distance 0.784 · cross-district

#18 · Jalnacell 4790002391

distance 0.786 · 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":4770004016}}}'

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.