Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004339

The MH-36 locality cells most similar to this Parbhani 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004776

distance 0.156

#2 · Parbhanicell 4890005414

distance 0.17

#3 · Solapurcell 4960007347

distance 0.171 · cross-district

#4 · Solapurcell 4960002855

distance 0.177 · cross-district

#5 · Parbhanicell 4890004799

distance 0.178

#6 · Solapurcell 4960007349

distance 0.181 · cross-district

#7 · Jalnacell 4790000037

distance 0.181 · cross-district

#8 · Solapurcell 4960006816

distance 0.182 · cross-district

#9 · Parbhanicell 4890005071

distance 0.182

#10 · Jalnacell 4790001446

distance 0.185 · cross-district

#11 · Solapurcell 4960006818

distance 0.189 · cross-district

#12 · Jalnacell 4790002319

distance 0.189 · cross-district

#13 · Parbhanicell 4890004819

distance 0.191

#14 · Solapurcell 4960002992

distance 0.193 · cross-district

#15 · Jalnacell 4790001364

distance 0.195 · cross-district

#16 · Solapurcell 4960004401

distance 0.195 · cross-district

#17 · Jalnacell 4790002733

distance 0.195 · cross-district

#18 · Hingolicell 4770003642

distance 0.195 · 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":489,"cluster_id":4890004339}}}'

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.